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release 2016-05 follow-up · Issue #381 · winpython/winpython · GitHub

release 2016-05 follow-up · Issue #381 · winpython/winpython · GitHub
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release 2016-05 follow-up #381

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Description

release condition: (spyder3.0.2, numpy-1.11.2, pandas 0.19.1, scikit-learn-0.18.0, scikit-optimize-0.2, Matplotlib1.5.3 (rc3: november 5th 2016)

Features:

  • Highlights : pandas 0.19.1, scikit-learn-0.18.0, WinPython-3.6.0.0 (python-3.6.0beta3 quality / no Spyder nor other Qt package)
  • user facing : spyder 3.1.0dev0-20161104, matplotlib1.5.3
  • computation: numba-0.29, llvmlite-0.14, cython-0.25.1
  • New packages:
    • clrmagic,
    • scikit-optimize-0.2
    • jupyterlab-0.8 (only in WinPython-3.6, as still pre-alpha)

Upgrades : nbconvert, numpy-1.11.2, scipy-0.18.1

Infrastructure :

  • adjustments for Python3.6.0beta3 (new python._pth method to isolate environment)

Removals:

  • this time: no more WinPython-3.5 PyQt4 32bit
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Activity

  1. stonebig commented on Aug 27, 2016

    ContributorAuthor

    audit-trail:

    • next llvmlite/numba
    • pymc3-3.0.0rc1
    • pandas 0.19.0rc1, bokeh-0.12.2
    • matplotlib2.0b4 should be more stable than 1.5.2 and needs street test
    • traitlets 4.3
    • clrmagic
    • scikit_learn-0.18rc2
    • Spyder-3..0dev-20160911 (beta6.5, as a lot of new things went into beta7, creating issues)
    • baresql-0.7.4 (pandas 0.19 compatibility fix)

    build1 (2016-09-18)

    • scipy-0.18.1 (respin2)
    • pythonnet-2.2.0dev1
    • Spyder 3.0.0dev (2016-09-22 with dos patch, is 'rc' hours in advance)
    • numpy-1.11.2rc1 (fix for a matplotlib-2.0.0b4)
    • holoviews-20160922 (Matplotlib-2.0.0b4 fix)
    • pyqtgraph-20160921
    • remove pandas html example from winpython_checker
    • Spyder 3.0.0
    • scikit-learn-0.18.0
    • scikit-optimize-20160927
    • go back to matplotlib 1.5.3 for now, as matplotlib2.0 is apparently drifting and bokeh-0.12.3 is late,
    • nbconvert_reportlab
    • auto-patch guidata+quiqwt for Spyder 3.0 after install (failing to do a proper wheel)
    • holoviews-20161001 live with live_streams https://anaconda.org/philippjfr/bokeh_streams/notebook

    build2 (2016-10-01, Spyder 3.0.0, scikit-learn-0.18.0, back to Matplotlib-1.5.3)

    build3 (October 08th, target versions are in)

    build4 (October 16th: Python-3.6 first try, because Christoph Gohlke did release some binaries )

    • Spyder-3 official compatibility upgrade: guidata-1.7.6 , guiqwt-3.0.3
    • Holoviews-20161018
    • statsmodels-0.8.0rc1 and wordcloud for Python3.6
    • spyder-3.1.0.dev0-py3-none-any.whl-20161018
    • prompt-toolkit-1.0.8
    • altair-0.1.1dev0-20161021
    • scikit-optimize-20161021
    • spyder-3.1.0dev-20161022 + patch 3551 + patch 3577 + patch 3582 + patch

    rc2 (October 10-23: most annoying fixes in, but remains 2)

    • remove IDLEX from Python-3.6.0b2 (can't make it work, but IDLE is ok, current beta testers just need to do "pip uninstall IDLEX" and the icon works with plain IDLE)
    • cython-0.25.1 for WinPython3.6 only ( Use old Cython build_ext until includes are fixed. pandas-dev/pandas#14496 )
    • jupyterlab-0.7
    • scikit-optimize-0.2
    • Holoviews-20161028
    • pymc3rc2-20161028
    • %WINPYDIR% may now contain a direct path (no painfull"..")
    • python-3.6.0b3 to fix a bug impacting winpython-3.6
    • workarounded a mysterious Pandas-0.19.0 issue under Python-3.6.0 by using "idx.date" instead of "idx" as a dataframe index in WinPython_checker.ipynb
    • pymc3-20161102am, holoviews-20161102am
    • pyqtgraph-20161102am 10th release
    • spyder3.1dev-2016102 + patch 3626)
    • pandas-0.19.1
    • ggplot-0.11.5 (comes back)
    • {x] dask-0.12

    rc3 (November 05: all annoying fixes in)

    • For Winpython-3.6.0: sudden arrival of PyQt4, so Spyder, Qtconsole and friends

    rc4 (November Xth, for Python3.6 Qt complements only, no change for the rest)

    • start rework build process:
      • learn to "nsis" or "7z" from out of the build process:
        • " 7z.exe a -mx1 winpython_dir.zip winpythondir" (-mx1 = very fast, -mx3 = fast, -mx7=maxi, -mx9=uktra)
      • learn to do batchlog process from out of build process
      • simplify "step1" Zero version,
      • make "step2" similar to growing from Zero + "batchlog" & "nsis/7z" process

    explorative work:

  2. added this to the milestone on Aug 27, 2016
  3. RoyiAvital commented on Aug 31, 2016

    Could we fix the issue of .QtWebEngineProcess and .Spyder in the user folder?

    Otherwise it is not real portable.

    It seems it can be solved by overriding System Variables at launch of the programs:
    http://portableapps.com/node/54976

    This is a great project.
    Going to download release 4.

    Thank You.

  4. stonebig commented on Sep 18, 2016

    ContributorAuthor

    build1 (2016-09-1x): Matplotlib-2.0.0.b4, scikit-learn-0.18rc2, pymc3.0rc1

    main features (since WinPython 2016-03):

    • the big upgrades: Matplotlib-2.0.0.b4, pandas 0.19.0rc1, scikit-learn-0.18rc2, pymc3.0rc1
    • new package: pyflux, clrmagic, scikit-optimize
    • package updates: Spyder3.0.0dev-20160911 (~beta6.5), numba-0.28.1

    Areas of interest for testers:

    • checking Matplotlib-2.0.0.b4 works well for other packages,
    • checking pandas-0.19rc1 compatibility with other packages,
    • create issues / patches to get Matplotlib-2.0.0b4, pandas 0.19rc1 and other packages fit together.

    Next focus:

    • pushing issues and bug fix on packages receiving deprecation warning from Matplotlib 2.0.0b4,

    • helping Spyder-3.0.0rc working well on WinPython (3.0.0b7 create issues, so couldn't be in this beta)

      MD5 SHA-1 SHA-256 Binary Size
      60c94ede68ecff9820d0d1dd6f0eff2b e4ebf8264c6673a811fa24bb781c323cae9a0599 686d62e4f6e7907a4866ef476de609e1bc421122d00a7eb0572f8eda14e09462 WinPython-64bit-3.4.4.5Qt5b1.exe 305 412 559 Bytes
      5efc3af8060e0d802eb0a2f3ee79c9db c78df9eb8bd093579bf1d7699751ee44605d4f53 543658b7329d2aedd4b6629585058e51e60803a493cd570c62dc1521065cbb26 WinPython-64bit-3.5.2.3Qt5b1.exe 275 504 877 Bytes

    History of changes for WinPython 3.4.4.5Qt5b1

    The following changes were made to WinPython distribution since version 3.4.4.4Qt5.

    Python packages

    New packages:

    • algopy 0.5.3 (Taylor Arithmetic Computation and Algorithmic Differentiation)
    • clrmagic 0.0.1a2 (IPython cell magic to use .NET languages)
    • heapdict 1.0.0 (a heap with decrease-key and increase-key operations)
    • numdifftools 0.9.17 (Solves automatic numerical differentiation problems in one or more variables.)
    • pyflux 0.3.8 (Open source time series library for Python)
    • scikit-optimize 0.1 (Sequential model-based optimization toolbox.)
    • zict 0.0.3 (Mutable mapping tools)

    Upgraded packages:

    • baresql 0.7.3 → 0.7.4 (playing SQL directly on Python datas)
    • blosc 1.4.1 → 1.4.4 (Blosc data compressor)
    • bokeh 0.12.1 → 0.12.2 (Statistical and novel interactive HTML plots for Python)
    • certifi 2016.8.8 → 2016.8.31 (Python package for providing Mozilla's CA Bundle.)
    • cffi 1.7.0 → 1.8.2 (Foreign Function Interface for Python calling C code.)
    • distributed 1.12.0 → 1.13.2 (Distributed computing)
    • emcee 2.1.0 → 2.2.1 (Kick ass affine-invariant ensemble MCMC sampling)
    • ipykernel 4.4.1 → 4.5.0 (IPython Kernel for Jupyter)
    • joblib 0.10.0 → 0.10.2 (Lightweight pipelining: using Python functions as pipeline jobs.)
    • jupyter-client 4.3.0 → 4.4.0 (Jupyter metapackage. Install all the Jupyter components in one go.)
    • jupyter-core 4.1.1 → 4.2.0 (Jupyter metapackage. Install all the Jupyter components in one go.)
    • keras 1.0.7 → 1.0.8 (Theano-based Deep Learning library)
    • llvmlite 0.12.1 → 0.13.0 (lightweight wrapper around basic LLVM functionality)
    • matplotlib 1.5.2 → 2.0.0b4 (2D plotting library (embeddable in GUIs created with PyQt))
    • mccabe 0.5.1 → 0.5.2 (McCabe checker, plugin for flake8)
    • notebook 4.2.2 → 4.2.3 (# Jupyter Notebook)
    • numba 0.27.0 → 0.28.1 (compiling Python code using LLVM)
    • pandas 0.18.1 → 0.19.0rc1 (Powerful data structures for data analysis, time series and statistics)
    • psutil 4.3.0 → 4.3.1 (Provides an interface for retrieving information on all running processes and system utilization (CPU, disk, memory, network) in a portable way)
    • pyflakes 1.2.3 → 1.3.0 (passive checker of Python programs)
    • pymc3 3.0 → 3.0rc1 (Markov Chain Monte Carlo sampling toolkit.)
    • pyparsing 2.1.8 → 2.1.9 (A Python Parsing Module)
    • pytest 2.9.2 → 3.0.2 (pytest: simple powerful testing with Python)
    • pyyaml 3.11 → 3.12 (YAML parser and emitter for Python)
    • scikit-learn 0.17.1 → 0.18rc2 (A set of Python modules for machine learning and data mining)
    • setuptools 25.1.6 → 27.2.0 (Download, build, install, upgrade, and uninstall Python packages - easily)
    • spyder 3.0.0b5 → 3.0.0.dev0 (Scientific PYthon Development EnviRonment: designed for interactive computing and data visualisation with a simple and intuitive user interface)
    • sqlalchemy 1.0.14 → 1.0.15 (SQL Toolkit and Object Relational Mapper)
    • tables 3.2.3 → 3.3.0 (Package based on HDF5 library for managing hierarchical datasets (extremely large amounts of data))
    • traitlets 4.2.2 → 4.3.0 (Traitlets Python config system)
    • werkzeug 0.11.10 → 0.11.11 (The Swiss Army knife of Python web development)
    • winpython 1.6.20160816 → 1.6.20160916 (WinPython distribution tools, including WPPM (package manager))
    • zarr 1.1.0 → 2.1.1 (A minimal implementation of chunked, compressed, N-dimensional arrays for Python.)

  5. RoyiAvital commented on Sep 18, 2016

    Hi,
    Any updates on .QtWebEngineProcess and .Spyder?

    Thank You.

  6. stonebig commented on Sep 18, 2016

    ContributorAuthor

    I didn't look at it, Scrambling on Spyder-3.0.0b7 debuging, pandas-0.19 and Matplotlib-2.0.0b4 deprecation warnings

    You may help: try to find where in Spyder code it is decided to put that ".Spyder" file.

  7. RoyiAvital commented on Sep 18, 2016

    I wish I could help.
    I have zero knowledge in Programming outside MATLAB (Now learning Python).

    I would think it has something to do with changing the Path Tokens in Windows.
    Just Defining the User Path to be something else on the launcher.

  8. stonebig commented on Sep 24, 2016

    ContributorAuthor

    build2 (2016-10-0x): spyder-3.0.0, scikit-learn-0.18.0

    main features (since WinPython 2016-04 build1):

    • final releases: spyder-3.0.0, scipy-0.18.1
    • Holoviews-20160927
    • scikit-learn-0.18.0, scikit-optimize-20160927
    • downgrade to Matplotlib-1.5.3 (no supportive bokeh-0.12.3)

    Areas of interest for testers:

    • do guidata + guiqwt still work ?
    • have fun with Holoviews intermediate state

    Next focus for rc:

    • pandas-0.19, bokeh 0.12.3 (delayed = ?)

    • Spyder-3.0.1dev to fix one issue

    • scikit-optimize final

    • pymc3 refresh, Holoviews refresh

      MD5 SHA-1 SHA-256 Binary Size
      c35427fb72e6cc4405997d003a7ac8a9 bfcd736836104b67ee4c5068f318e25580ba7df3 c6fcfdee1ad8d858cde25546635815de7bae1b88a35fcd461257063b450a1cac WinPython-64bit-3.4.4.5Qt5b2.exe 305 801 201 Bytes
      a41a8a099da427fc40a05207fb96c524 7508fa9d559d9a961c1ea9e4d9ed7fa2642c1943 9c241096c1392dea1004aeb43c62d95a6de55c9abe045c6b7a3abfe0c965948b WinPython-64bit-3.5.2.3Qt5b2.exe 276 027 586 Bytes

    History of changes for WinPython 3.5.2.3Qt5

    The following changes were made to WinPython distribution since version 3.5.2.2Qt5.

    Python packages

    New packages:

    • algopy 0.5.3 (Taylor Arithmetic Computation and Algorithmic Differentiation)
    • clrmagic 0.0.1a2 (IPython cell magic to use .NET languages)
    • heapdict 1.0.0 (a heap with decrease-key and increase-key operations)
    • nbconvert-reportlab 0.1 (Converting Jupyter Notebooks)
    • numdifftools 0.9.17 (Solves automatic numerical differentiation problems in one or more variables.)
    • pdfrw 0.2 (pure Python library that reads and writes PDFs)
    • pyflux 0.4.0 (Open source time series library for Python)
    • scikit-optimize 0.1 (Sequential model-based optimization toolbox.)
    • traittypes 0.0.6 (Scipy trait types)
    • zict 0.0.3 (Mutable mapping tools)

    Upgraded packages:

    • baresql 0.7.3 → 0.7.4 (playing SQL directly on Python datas)
    • blosc 1.4.1 → 1.4.4 (Blosc data compressor)
    • bloscpack 0.9.0 → 0.11.0 (Command line interface to and serialization format for Blosc)
    • bokeh 0.12.1 → 0.12.2 (Statistical and novel interactive HTML plots for Python)
    • bqplot 0.8.2 → 0.8.4 (Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.)
    • certifi 2016.8.8 → 2016.9.26 (Python package for providing Mozilla's CA Bundle.)
    • cffi 1.7.0 → 1.8.3 (Foreign Function Interface for Python calling C code.)
    • distributed 1.12.0 → 1.13.2 (Distributed computing)
    • emcee 2.1.0 → 2.2.1 (Kick ass affine-invariant ensemble MCMC sampling)
    • ipykernel 4.4.1 → 4.5.0 (IPython Kernel for Jupyter)
    • joblib 0.10.0 → 0.10.2 (Lightweight pipelining: using Python functions as pipeline jobs.)
    • jupyter-client 4.3.0 → 4.4.0 (Jupyter metapackage. Install all the Jupyter components in one go.)
    • jupyter-core 4.1.1 → 4.2.0 (Jupyter metapackage. Install all the Jupyter components in one go.)
    • keras 1.0.7 → 1.1.0 (Theano-based Deep Learning library)
    • llvmlite 0.12.1 → 0.13.0 (lightweight wrapper around basic LLVM functionality)
    • markdown 2.6.6 → 2.6.7 (Python implementation of Markdown.)
    • matplotlib 1.5.2 → 1.5.3 (2D plotting library (embeddable in GUIs created with PyQt))
    • mccabe 0.5.1 → 0.5.2 (McCabe checker, plugin for flake8)
    • notebook 4.2.2 → 4.2.3 (# Jupyter Notebook)
    • numba 0.27.0 → 0.28.1 (compiling Python code using LLVM)
    • numpy 1.11.1 → 1.11.2rc1 (NumPy: multidimensional array processing for numbers, strings, records and objects (SciPy''s core module))
    • pandas 0.18.1 → 0.19.0rc1 (Powerful data structures for data analysis, time series and statistics)
    • psutil 4.3.0 → 4.3.1 (Provides an interface for retrieving information on all running processes and system utilization (CPU, disk, memory, network) in a portable way)
    • pyflakes 1.2.3 → 1.3.0 (passive checker of Python programs)
    • pymc3 3.0 → 3.0rc1 (Markov Chain Monte Carlo sampling toolkit.)
    • pyparsing 2.1.8 → 2.1.9 (A Python Parsing Module)
    • pytest 2.9.2 → 3.0.2 (pytest: simple powerful testing with Python)
    • pythonnet 2.1.0 → 2.2.0.dev1 (.Net and Mono integration for Python)
    • pyyaml 3.11 → 3.12 (YAML parser and emitter for Python)
    • rpy2 2.8.1 → 2.8.3 (Python interface to the R language (embedded R))
    • scikit-learn 0.17.1 → 0.18 (A set of Python modules for machine learning and data mining)
    • scipy 0.18.0 → 0.18.1 (SciPy: Scientific Library for Python (advanced math, signal processing, optimization, statistics, ...))
    • setuptools 25.1.6 → 28.0.0 (Download, build, install, upgrade, and uninstall Python packages - easily)
    • spyder 3.0.0b5 → 3.0.0 (Scientific PYthon Development EnviRonment: designed for interactive computing and data visualisation with a simple and intuitive user interface)
    • sqlalchemy 1.0.14 → 1.0.15 (SQL Toolkit and Object Relational Mapper)
    • tables 3.2.3 → 3.3.0 (Package based on HDF5 library for managing hierarchical datasets (extremely large amounts of data))
    • tornado 4.4.1 → 4.4.2 (Scalable, non-blocking web server and tools (required for IPython notebook))
    • traitlets 4.2.2 → 4.3.1 (Traitlets Python config system)
    • werkzeug 0.11.10 → 0.11.11 (The Swiss Army knife of Python web development)
    • winpython 1.6.20160816 → 1.6.20160916 (WinPython distribution tools, including WPPM (package manager))
    • zarr 1.1.0 → 2.1.3 (A minimal implementation of chunked, compressed, N-dimensional arrays for Python.)

  9. stonebig commented on Oct 8, 2016

    ContributorAuthor

    build3 (2016-10-08): numpy-0.11.2, pandas-0.19.0, bokeh-0.12.3

    main features (since WinPython 2016-04 build1):

    • final releases: numpy-0.11.2, pandas-0.19.0
    • bokeh-0.12.3, pymc3.0rc2
    • ,Holoviews-20161007, scikit-optimize-20161003

    Areas of interest for testers = what may be upgraded again before rc

    • Spyder, bokeh, Holoviews, scikit-learn, scikit-optimize

    Final focus for rc (2016-10-1x):

    • cleanup bugs : bokeh 0.12.4, Spyder-3.0.1, scikit-learn-0.18.1

    • if they are released before : Altair 1.1, scikit-optimize 0.2

    • remove if it's a dead project:

      • nbconvert-reportlab
      • check no dead packages are carried on
      MD5 SHA-1 SHA-256 Binary Size
      6fb11a52221edfc030f2ec3ecf390342 8605efd885c6210adeca372f724d86175c0ab6b7 9d1b41cf91510a88e3f7cbfcd875530b529b91f558341564df1d5df130cf230b WinPython-64bit-3.5.2.3Qt5b3.exe 276 466 471 Bytes
      44eb669ed70a02fac8e28b135565b442 967420a1fcc73c14221412bbde4176c68b923e86 9663ffe3f44e5ae049eebd1bc6d00fb2a302451abe1b062c241a15c33dcb82ea WinPython-64bit-3.4.4.5Qt5b3.exe 306 199 915 Bytes

    History of changes for WinPython 3.4.4.5Qt5b3

    The following changes were made to WinPython distribution since version 3.4.4.4Qt5.

    Python packages

    New packages:

    • algopy 0.5.3 (Taylor Arithmetic Computation and Algorithmic Differentiation)
    • clrmagic 0.0.1a2 (IPython cell magic to use .NET languages)
    • heapdict 1.0.0 (a heap with decrease-key and increase-key operations)
    • nbconvert-reportlab 0.1 (Converting Jupyter Notebooks)
    • numdifftools 0.9.17 (Solves automatic numerical differentiation problems in one or more variables.)
    • pdfrw 0.2 (pure Python library that reads and writes PDFs)
    • pyflux 0.4.0 (Open source time series library for Python)
    • scikit-optimize 0.1 (Sequential model-based optimization toolbox.)
    • tqdm 4.8.4 (A Simple Python Progress Meter)
    • traittypes 0.0.6 (Scipy trait types)
    • zict 0.0.3 (Mutable mapping tools)

    Upgraded packages:

    • baresql 0.7.3 → 0.7.4 (playing SQL directly on Python datas)
    • blosc 1.4.1 → 1.4.4 (Blosc data compressor)
    • bloscpack 0.9.0 → 0.11.0 (Command line interface to and serialization format for Blosc)
    • bokeh 0.12.1 → 0.12.3 (Statistical and novel interactive HTML plots for Python)
    • bqplot 0.8.2 → 0.8.4 (Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.)
    • certifi 2016.8.8 → 2016.9.26 (Python package for providing Mozilla's CA Bundle.)
    • cffi 1.7.0 → 1.8.3 (Foreign Function Interface for Python calling C code.)
    • dask 0.11.0 → 0.11.1 (Minimal task scheduling abstraction)
    • distributed 1.12.0 → 1.13.2 (Distributed computing)
    • emcee 2.1.0 → 2.2.1 (Kick ass affine-invariant ensemble MCMC sampling)
    • ipykernel 4.4.1 → 4.5.0 (IPython Kernel for Jupyter)
    • joblib 0.10.0 → 0.10.2 (Lightweight pipelining: using Python functions as pipeline jobs.)
    • jupyter-client 4.3.0 → 4.4.0 (Jupyter metapackage. Install all the Jupyter components in one go.)
    • jupyter-core 4.1.1 → 4.2.0 (Jupyter metapackage. Install all the Jupyter components in one go.)
    • keras 1.0.7 → 1.1.0 (Theano-based Deep Learning library)
    • llvmlite 0.12.1 → 0.13.0 (lightweight wrapper around basic LLVM functionality)
    • markdown 2.6.6 → 2.6.7 (Python implementation of Markdown.)
    • matplotlib 1.5.2 → 1.5.3 (2D plotting library (embeddable in GUIs created with PyQt))
    • mccabe 0.5.1 → 0.5.2 (McCabe checker, plugin for flake8)
    • notebook 4.2.2 → 4.2.3 (# Jupyter Notebook)
    • numba 0.27.0 → 0.28.1 (compiling Python code using LLVM)
    • numpy 1.11.1 → 1.11.2 (NumPy: multidimensional array processing for numbers, strings, records and objects (SciPy''s core module))
    • pandas 0.18.1 → 0.19.0 (Powerful data structures for data analysis, time series and statistics)
    • pillow 3.3.1 → 3.4.1 (Python Imaging Library (fork))
    • psutil 4.3.0 → 4.3.1 (Provides an interface for retrieving information on all running processes and system utilization (CPU, disk, memory, network) in a portable way)
    • pybars3 0.9.1 → 0.9.2 (Handlebars.js templating for Python 3 and 2)
    • pyflakes 1.2.3 → 1.3.0 (passive checker of Python programs)
    • pymc3 3.0 → 3.0rc2 (Markov Chain Monte Carlo sampling toolkit.)
    • pyparsing 2.1.8 → 2.1.10 (A Python Parsing Module)
    • pytest 2.9.2 → 3.0.3 (pytest: simple powerful testing with Python)
    • pythonnet 2.1.0 → 2.2.0.dev1 (.Net and Mono integration for Python)
    • pytz 2016.6.1 → 2016.7 (World Timezone Definitions for Python)
    • pyyaml 3.11 → 3.12 (YAML parser and emitter for Python)
    • scikit-learn 0.17.1 → 0.18 (A set of Python modules for machine learning and data mining)
    • scipy 0.18.0 → 0.18.1 (SciPy: Scientific Library for Python (advanced math, signal processing, optimization, statistics, ...))
    • seaborn 0.7.1 → 0.8.dev0 (statistical data visualization)
    • setuptools 25.1.6 → 28.0.0 (Download, build, install, upgrade, and uninstall Python packages - easily)
    • sphinx 1.4.6 → 1.4.8 (Tool for generating documentation which uses reStructuredText as its markup language)
    • spyder 3.0.0b5 → 3.0.0 (Scientific PYthon Development EnviRonment: designed for interactive computing and data visualisation with a simple and intuitive user interface)
    • sqlalchemy 1.0.14 → 1.1.1 (SQL Toolkit and Object Relational Mapper)
    • tables 3.2.3 → 3.3.0 (Package based on HDF5 library for managing hierarchical datasets (extremely large amounts of data))
    • tornado 4.4.1 → 4.4.2 (Scalable, non-blocking web server and tools (required for IPython notebook))
    • traitlets 4.2.2 → 4.3.1 (Traitlets Python config system)
    • werkzeug 0.11.10 → 0.11.11 (The Swiss Army knife of Python web development)
    • winpython 1.6.20160816 → 1.6.20160916 (WinPython distribution tools, including WPPM (package manager))
    • zarr 1.1.0 → 2.1.3 (A minimal implementation of chunked, compressed, N-dimensional arrays for Python.)

  10. stonebig commented on Oct 18, 2016

    ContributorAuthor

    rc (2016-10-18..20):

    main features (since WinPython 2016-04 build3):

    • final releases: numpy-0.11.2, pandas-0.19.0

    • prompt-toolkit-1.0.8, ptpython-0.36,

    • ... latest spyder fix.

      MD5 SHA-1 SHA-256 Binary Size
      7e4bc6c7dd6c680f1fecee587046533a 140606463e7faec4473dfcb1a95a43fbbfd1c03c 2809b7a7870dd27e7708ab8cf1aa2ecf7f514547ba67a768551824915a7ed633 WinPython-64bit-2.7.12.4Zerorc.exe 22 266 790 Bytes
      b8519c109811456724321902f65aea82 1c711e5e033747adb4d22f46feb729ddebd09ef3 81417d1f43f4108279bc2426d0cca1600c14d951a6dc50bb2a98c2de6673e7e4 WinPython-32bit-2.7.12.4Zerorc.exe 21 544 814 Bytes
      c98e569d87ca53d8334eb7a69902d2ac 72b586a2f8647c1267f380ee6e078285f6abbca7 6df938abcc812cbfbc0ee738fe9a2881ff10e91b5b6d26c968b4da7b7cc44a6f WinPython-32bit-3.4.4.5Zerorc.exe 24 487 991 Bytes
      7e20181b93472c7c2b971edda07bdc47 731215efa3d36c1e7f4a7ac6b0d5402d6d053223 eab8887880e95a02fe61eb699822e2dbd85b05184c8f83fc3f24ad8c27cd69da WinPython-64bit-3.4.4.5Zerorc.exe 25 214 629 Bytes
      389fd7211d086ee34687c06d6e197a8b 92c191b75ea3c06d707bb70c3db56b5fe6919e91 4c3b783f2c8468f23c1163c0bf8a4525161e521cf007b7aad204ac35ee3c2d4e WinPython-64bit-3.5.2.3Zerorc.exe 23 646 269 Bytes
      bcb30860e9b9d7c7c3a380ecf9ab30b6 9ba9bf970c89ac6930a742a49ffdb4a80424a0f8 c62bd757c1b8bfb2e0aa132e16e1ae3d749d3037290d74f8503b7680772d0c6c WinPython-32bit-3.5.2.3Zerorc.exe 22 895 272 Bytes
      9fed168703d783c02b364489eb414c80 62e4de82f3e65ad67da18c531baddca1ba42ef10 9da059eb677d221bb33c22617eb4cf1286c08bc76e28e4238a828b480002dac4 WinPython-64bit-3.6.0.0Zerorc.exe 24 196 631 Bytes

    History of changes for WinPython 3.4.4.5Zero

    The following changes were made to WinPython distribution since version 3.4.4.4Zero.

    Python packages

    Upgraded packages:

    • prompt-toolkit 1.0.7 → 1.0.8 (Library for building powerful interactive command lines in Python)
    • ptpython 0.35 → 0.36 (Python REPL build on top of prompt_toolkit)
    • pythonnet 2.1.0 → 2.2.0.dev1 (.Net and Mono integration for Python)
    • setuptools 25.1.6 → 28.5.0 (Download, build, install, upgrade, and uninstall Python packages - easily)
    • winpython 1.6.20160816 → 1.6.20160916 (WinPython distribution tools, including WPPM (package manager))

  11. stonebig commented on Oct 22, 2016

    ContributorAuthor

    rc2 (2016-10-22..23):

    main features (since WinPython 2016-04 rc):

    • for previous "Zerorc" versions: a change in WinPython version number and list of known package names

    • NOTA: WinPython-3.6.0.0rc2:

      • statsmodels-0.8rc1 added, Jupyterlab-0.5.0 added
      • doesn't include Spyder as there is no PyQt stack yet, (same for Numba)
      • is based on Python-3.6.0b2 +minimal necessary pip "b3" patch
    • ... latest spyder fix (for WinPython3.4/3.5 versions)

      MD5 SHA-1 SHA-256 Binary Size
      dd946ed17ee86ea035361d2e757a1cc1 f0ec7ffac477a220dd24aea3fb70afaba579df00 af6536f1922a044ac74300efcd275c9e25c5eb56140ded84a99f11d38ae5ac7b WinPython-64bit-3.6.0.0Zerorc2.exe 24 196 083 Bytes
      dabae69ad09e1646625d3a8995a75056 aaece4907096422c1df78f80a42a2268369d7697 0d530b84f29481e7f03e4615c9da489711ca6883b49996219d9cd13aa5393330 WinPython-64bit-3.6.0.0rc2.exe 208 255 944 Bytes
      39d3b0904c318405833d0fe2bf987f3d 395eba1af9d504f17b63a2585d42b7bbede639c3 570615ccbb265a2f702b5453b2dfb12db7c30c8a4387823e4ad3800ee3a73cca WinPython-64bit-3.4.4.5Qt5rc2.exe 306 538 882 Bytes
      411420c266cca1d6992525ac06335810 1ff4db6602ed3996c6a35d59abc8d2e312c73b66 19078d33ed691d528189d8ae8245bd9c5139de1a461816fec09950697d388812 WinPython-32bit-3.4.4.5Qt5rc2.exe 260 956 910 Bytes
      8aca36f5d09d23a0162975d126045e42 40d0fd92443f26259d32d1fa4589da017d782f99 0014efe1c3860c6d6edf33291aff4d0ffe021779bbe1cddc278ffbba008f161c WinPython-64bit-3.5.2.3Qt5rc2.exe 276 760 670 Bytes
      d143e9ac4c66e2590dce2400cecd6f2f bbe7b8a9f36d17f01a31c062deefb37412f83393 4a97220e525561077d728a3eba20b3c831ce7b5ae51615c18be5ae60bce1c70c WinPython-32bit-3.5.2.3Qt5rc2.exe 237 994 931 Bytes
      9cb0ebe23912982afc63ff591926bc2d 1d0ee018d6b169ecd454bc55d8380c45f40410aa d08d4b5e86bca3f7e0cf8d84af2842fc34d32a1027a0e405fd242cd2c60602cd WinPython-64bit-3.5.2.3rc2.exe 263 762 638 Bytes

    History of changes for WinPython 3.4.4.5Qt5rc2

    The following changes were made to WinPython distribution since version 3.4.4.4Qt5.

    Python packages

    New packages:

    • algopy 0.5.3 (Taylor Arithmetic Computation and Algorithmic Differentiation)
    • clrmagic 0.0.1a2 (IPython cell magic to use .NET languages)
    • heapdict 1.0.0 (a heap with decrease-key and increase-key operations)
    • nbconvert-reportlab 0.1 (Converting Jupyter Notebooks)
    • numdifftools 0.9.17 (Solves automatic numerical differentiation problems in one or more variables.)
    • pdfrw 0.2 (pure Python library that reads and writes PDFs)
    • pyflux 0.4.0 (Open source time series library for Python)
    • scikit-optimize 0.1 (Sequential model-based optimization toolbox.)
    • tqdm 4.8.4 (A Simple Python Progress Meter)
    • traittypes 0.0.6 (Scipy trait types)
    • zict 0.0.3 (Mutable mapping tools)

    Upgraded packages:

    • altair 1.0.0 → 1.1.0.dev0 (High-level declarative visualization library for Python)
    • baresql 0.7.3 → 0.7.4 (playing SQL directly on Python datas)
    • blosc 1.4.1 → 1.4.4 (Blosc data compressor)
    • bloscpack 0.9.0 → 0.11.0 (Command line interface to and serialization format for Blosc)
    • bokeh 0.12.1 → 0.12.3 (Statistical and novel interactive HTML plots for Python)
    • bqplot 0.8.2 → 0.8.4 (Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.)
    • certifi 2016.8.8 → 2016.9.26 (Python package for providing Mozilla's CA Bundle.)
    • cffi 1.7.0 → 1.8.3 (Foreign Function Interface for Python calling C code.)
    • dask 0.11.0 → 0.11.1 (Minimal task scheduling abstraction)
    • distributed 1.12.0 → 1.13.3 (Distributed computing)
    • emcee 2.1.0 → 2.2.1 (Kick ass affine-invariant ensemble MCMC sampling)
    • guidata 1.7.5 → 1.7.6 (Automatically generated graphical user interfaces for easy data set edition and display)
    • guiqwt 3.0.2 → 3.0.3 (Efficient curve/image plotting and other GUI tools for scientific data processing software development)
    • ipykernel 4.4.1 → 4.5.0 (IPython Kernel for Jupyter)
    • ipython-sql 0.3.7.1 → 0.3.8 (RDBMS access via IPython)
    • joblib 0.10.0 → 0.10.2 (Lightweight pipelining: using Python functions as pipeline jobs.)
    • jupyter-client 4.3.0 → 4.4.0 (Jupyter metapackage. Install all the Jupyter components in one go.)
    • jupyter-core 4.1.1 → 4.2.0 (Jupyter metapackage. Install all the Jupyter components in one go.)
    • keras 1.0.7 → 1.1.0 (Theano-based Deep Learning library)
    • llvmlite 0.12.1 → 0.14.0 (lightweight wrapper around basic LLVM functionality)
    • markdown 2.6.6 → 2.6.7 (Python implementation of Markdown.)
    • matplotlib 1.5.2 → 1.5.3 (2D plotting library (embeddable in GUIs created with PyQt))
    • mccabe 0.5.1 → 0.5.2 (McCabe checker, plugin for flake8)
    • multipledispatch 0.4.8 → 0.4.9 (A relatively sane approach to multiple dispatch in Python)
    • nbsphinx 0.2.9 → 0.2.10 (Jupyter Notebook Tools for Sphinx)
    • notebook 4.2.2 → 4.2.3 (# Jupyter Notebook)
    • numba 0.27.0 → 0.29.0 (compiling Python code using LLVM)
    • numpy 1.11.1 → 1.11.2 (NumPy: multidimensional array processing for numbers, strings, records and objects (SciPy''s core module))
    • pandas 0.18.1 → 0.19.0 (Powerful data structures for data analysis, time series and statistics)
    • pillow 3.3.1 → 3.4.1 (Python Imaging Library (fork))
    • prompt-toolkit 1.0.7 → 1.0.8 (Library for building powerful interactive command lines in Python)
    • psutil 4.3.0 → 4.3.1 (Provides an interface for retrieving information on all running processes and system utilization (CPU, disk, memory, network) in a portable way)
    • ptpython 0.35 → 0.36 (Python REPL build on top of prompt_toolkit)
    • pybars3 0.9.1 → 0.9.2 (Handlebars.js templating for Python 3 and 2)
    • pyflakes 1.2.3 → 1.3.0 (passive checker of Python programs)
    • pymc3 3.0 → 3.0rc2 (Markov Chain Monte Carlo sampling toolkit.)
    • pyparsing 2.1.8 → 2.1.10 (A Python Parsing Module)
    • pytest 2.9.2 → 3.0.3 (pytest: simple powerful testing with Python)
    • pythonnet 2.1.0 → 2.2.0.dev1 (.Net and Mono integration for Python)
    • pytz 2016.6.1 → 2016.7 (World Timezone Definitions for Python)
    • pyyaml 3.11 → 3.12 (YAML parser and emitter for Python)
    • scikit-learn 0.17.1 → 0.18 (A set of Python modules for machine learning and data mining)
    • scipy 0.18.0 → 0.18.1 (SciPy: Scientific Library for Python (advanced math, signal processing, optimization, statistics, ...))
    • seaborn 0.7.1 → 0.8.dev0 (statistical data visualization)
    • setuptools 25.1.6 → 28.5.0 (Download, build, install, upgrade, and uninstall Python packages - easily)
    • sphinx 1.4.6 → 1.4.8 (Tool for generating documentation which uses reStructuredText as its markup language)
    • spyder 3.0.0b5 → 3.1.0.dev0 (Scientific PYthon Development EnviRonment: designed for interactive computing and data visualisation with a simple and intuitive user interface)
    • sqlalchemy 1.0.14 → 1.1.2 (SQL Toolkit and Object Relational Mapper)
    • tables 3.2.3 → 3.3.0 (Package based on HDF5 library for managing hierarchical datasets (extremely large amounts of data))
    • tornado 4.4.1 → 4.4.2 (Scalable, non-blocking web server and tools (required for IPython notebook))
    • traitlets 4.2.2 → 4.3.1 (Traitlets Python config system)
    • vega 0.4.2 → 0.4.4 (An IPython/ Jupyter widget for Vega and Vega-Lite)
    • werkzeug 0.11.10 → 0.11.11 (The Swiss Army knife of Python web development)
    • winpython 1.6.20160816 → 1.7.20161022 (WinPython distribution tools, including WPPM (package manager))
    • zarr 1.1.0 → 2.1.3 (A minimal implementation of chunked, compressed, N-dimensional arrays for Python.)

    WinPython 3.6.0.0rc2

    The following packages are included in WinPython v3.6.0.0 .

    Tools

    Name Version Description
    Pandoc 1.17.2 a universal document converter

    Python packages

    Name Version Description
    Python 3.6.0 Python programming language with standard library
    adodbapi 2.6.0.7 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
    alabaster 0.7.9 A configurable sidebar-enabled Sphinx theme
    altair 1.1.0.dev0 High-level declarative visualization library for Python
    args 0.1.0 Command Arguments for Humans.
    astroml 0.3 tools for machine learning and data mining in Astronomy
    babel 2.3.4 Internationalization utilities
    backports-abc 0.4 A backport of recent additions to the 'collections.abc' module.
    baresql 0.7.4 playing SQL directly on Python datas
    beautifulsoup4 4.5.1 Screen-scraping library
    blaze 0.10.1 Blaze
    blosc 1.4.4 Blosc data compressor
    bloscpack 0.11.0 Command line interface to and serialization format for Blosc
    bokeh 0.12.3 Statistical and novel interactive HTML plots for Python
    boto3 1.3.1 The AWS SDK for Python
    botocore 1.4.36 Low-level, data-driven core of boto 3.
    bottleneck 1.1.0 Fast NumPy array functions written in Cython
    bqplot 0.8.4 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
    brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
    certifi 2016.9.26 Python package for providing Mozilla's CA Bundle.
    cffi 1.8.3 Foreign Function Interface for Python calling C code.
    click 6.6 A simple wrapper around optparse for powerful command line utilities.
    clint 0.5.1 Python Command Line Interface Tools
    cloudpickle 0.2.1 Extended pickling support for Python objects
    colorama 0.3.7 Cross-platform colored terminal text
    commonmark 0.5.4 Python parser for the CommonMark Markdown spec
    cycler 0.10.0 Composable style cycles
    cython 0.24.1 Cython is a language that makes writing C extensions for the Python language as easy as Python
    dask 0.11.1 Minimal task scheduling abstraction
    datashape 0.5.2 A data description language
    db.py 0.4.4 a db package that doesn't suck
    decorator 4.0.10 Better living through Python with decorators
    distributed 1.13.3 Distributed computing
    docopt 0.6.2 Pythonic argument parser, that will make you smile
    docrepr 0.1.0 docrepr renders Python docstrings in HTML.
    docutils 0.12 Text processing system for processing plaintext documentation into useful formats, such as HTML or LaTeX (includes reStructuredText)
    emcee 2.2.1 Kick ass affine-invariant ensemble MCMC sampling
    entrypoints 0.2.2 Discover and load entry points from installed packages
    flask 0.11.1 A microframework based on Werkzeug, Jinja2 and good intentions
    flask-cors 2.1.2 A Flask extension adding a decorator for CORS support
    geopy 1.11.0 Python Geocoding Toolbox
    greenlet 0.4.10 Lightweight in-process concurrent programming
    h5py 2.6.0 General-purpose Python interface to HDF5 files (unlike PyTables, h5py provides direct access to the full HDF5 C library)
    heapdict 1.0.0 a heap with decrease-key and increase-key operations
    holoviews 1.6.2 Composable, declarative data structures for building complex visualizations easily.
    html5lib 0.999999999 HTML parser based on the WHATWG HTML specification
    husl 4.0.3 Human-friendly HSL (Hue-Saturation-Lightness)
    idlex 1.13 IDLE Extensions for Python
    imagesize 0.7.1 Getting image size from png/jpeg/jpeg2000/gif file
    ipykernel 4.5.0 IPython Kernel for Jupyter
    ipyleaflet 0.2.1 A Jupyter widget for dynamic Leaflet maps
    ipyparallel 5.2.0 Interactive Parallel Computing with IPython
    ipython 5.1.0 Enhanced Python shell
    ipython-genutils 0.1.0 Vestigial utilities from IPython
    ipython-sql 0.3.8 RDBMS access via IPython
    ipywidgets 5.2.2 IPython HTML widgets for Jupyter
    itsdangerous 0.24 Various helpers to pass trusted data to untrusted environments and back.
    jedi 0.9.0 An autocompletion tool for Python that can be used for text editors
    jinja2 2.8 Sandboxed template engine (provides a Django-like non-XML syntax and compiles templates into executable python code)
    jmespath 0.9.0 JSON Matching Expressions
    joblib 0.10.2 Lightweight pipelining: using Python functions as pipeline jobs.
    jsonschema 2.5.1 An implementation of JSON Schema validation for Python
    julia 0.1.1 Python interface to the Julia language
    jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-client 4.4.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-console 5.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-core 4.2.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyterlab 0.5.0 Jupyter lab environment notebook server extension
    keras 1.1.0 Theano-based Deep Learning library
    lasagne 0.2.dev1 neural network tools for Theano
    lmfit 0.9.5 Least-Squares Minimization with Bounds and Constraints
    locket 0.2.0 File-based locks for Python for Linux and Windows
    lxml 3.6.4 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
    markdown 2.6.7 Python implementation of Markdown.
    markupsafe 1.0.dev0 Implements a XML/HTML/XHTML Markup safe string for Python
    matplotlib 1.5.3 2D plotting library (embeddable in GUIs created with PyQt)
    mistune 0.7.3 The fastest markdown parser in pure Python, inspired by marked.
    mpld3 0.2 D3 Viewer for Matplotlib
    mpmath 0.19 Python library for arbitrary-precision floating-point arithmetic
    msgpack-python 0.4.8 MessagePack (de)serializer.
    multipledispatch 0.4.9 A relatively sane approach to multiple dispatch in Python
    mysql-connector-python 2.0.4 MySQL driver written in Python
    nbconvert 4.2.0 Converting Jupyter Notebooks
    nbformat 4.1.0 The Jupyter Notebook format
    nbsphinx 0.2.10 Jupyter Notebook Tools for Sphinx
    netcdf4 1.2.4 python/numpy interface to netCDF library (versions 3 and 4)
    networkx 1.11 Python package for creating and manipulating graphs and networks
    nltk 3.2.1 The Natural Language Toolkit (NLTK) is a Python package for natural language processing.
    nose 1.3.7 nose is a discovery-based unittest extension (e.g. NumPy test module is using nose)
    notebook 4.2.3 # Jupyter Notebook
    numexpr 2.6.1 Fast evaluation of array expressions elementwise by using a vector-based virtual machine
    numpy 1.11.2 NumPy: multidimensional array processing for numbers, strings, records and objects (SciPy''s core module)
    numpydoc 0.6.0 Sphinx extension to support docstrings in Numpy format
    oct2py 3.5.9 Python to GNU Octave bridge --> run m-files from python.
    odo 0.5.0 Data migration in Python
    pandas 0.19.0 Powerful data structures for data analysis, time series and statistics
    pandas-datareader 0.2.1 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
    param 1.4.1 Declarative Python programming using Parameters.
    partd 0.3.6 Appendable key-value storage
    patsy 0.4.1 Describing statistical models using symbolic formulas
    pep8 1.7.0 Python style guide checker
    pg8000 1.10.5 PostgreSQL interface library
    pickleshare 0.7.4 Tiny 'shelve'-like database with concurrency support
    pillow 3.4.2 Python Imaging Library (fork)
    pip 8.1.2 A tool for installing and managing Python packages
    pkginfo 1.3.2 Query metadatdata from sdists / bdists / installed packages.
    prettytable 0.7.2 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
    prompt-toolkit 1.0.8 Library for building powerful interactive command lines in Python
    psutil 4.3.1 Provides an interface for retrieving information on all running processes and system utilization (CPU, disk, memory, network) in a portable way
    ptpython 0.36 Python REPL build on top of prompt_toolkit
    py 1.4.31 library with cross-python path, ini-parsing, io, code, log facilities
    pybars3 0.9.2 Handlebars.js templating for Python 3 and 2
    pycodestyle 2.0.0 Python style guide checker
    pycparser 2.14 C parser in Python
    pyflakes 1.3.0 passive checker of Python programs
    pygments 2.1.3 Generic syntax highlighter for general use in all kinds of software
    pymc3 3.0rc2 Markov Chain Monte Carlo sampling toolkit.
    pymeta3 0.5.1 Pattern-matching language based on Meta for Python 3 and 2
    pymongo 3.3.0 Python driver for MongoDB http://www.mongodb.org
    pyopengl 3.1.1 Cross platform Python binding to OpenGL and related APIs
    pyparsing 2.1.10 A Python Parsing Module
    pyserial 3.1.1 Library encapsulating the access for the serial port
    pystache 0.5.4 Mustache for Python
    pytest 3.0.3 pytest: simple powerful testing with Python
    python-dateutil 2.5.3 Powerful extensions to the standard datetime module
    pytz 2016.7 World Timezone Definitions for Python
    pywin32 220.1 Python library for Windows
    pyyaml 3.12 YAML parser and emitter for Python
    pyzmq 16.0.0 Lightweight and super-fast messaging based on ZeroMQ library (required for IPython Qt console)
    qtconsole 4.2.1 Jupyter Qt console
    recommonmark 0.4.0 A markdown parser for docutils
    redis 2.10.5 Python client for Redis key-value store
    requests 2.11.1 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    requests-file 1.4 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    requests-toolbelt 0.7.0 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    rope-py3k 0.9.4.post1 a python refactoring library...
    rx 1.5.2 Reactive Extensions (Rx) for Python
    s3fs 0.0.6 Convenient Filesystem interface over S3
    scikit-image 0.12.3 Image processing toolbox for SciPy
    scikit-learn 0.18 A set of Python modules for machine learning and data mining
    scikit-neuralnetwork 0.7 Deep neural networks without the learning cliff! A wrapper library compatible with scikit-learn.
    scikit-optimize 0.1 Sequential model-based optimization toolbox.
    scilab2py 0.6 Python to Scilab bridge
    scipy 0.18.1 SciPy: Scientific Library for Python (advanced math, signal processing, optimization, statistics, ...)
    seaborn 0.8.dev0 statistical data visualization
    setuptools 28.5.0 Download, build, install, upgrade, and uninstall Python packages - easily
    simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
    simplejson 3.8.2 Simple, fast, extensible JSON (JavaScript Object Notation) encoder/decoder
    six 1.10.0 Python 2 and 3 compatibility utilities
    snowballstemmer 1.2.1 This package provides 16 stemmer algorithms (15 + Poerter English stemmer) generated from Snowball algorithms.
    sphinx 1.4.8 Tool for generating documentation which uses reStructuredText as its markup language
    sphinx-rtd-theme 0.1.9 Tool for generating documentation which uses reStructuredText as its markup language
    sqlalchemy 1.1.2 SQL Toolkit and Object Relational Mapper
    sqlite-bro 0.8.11 a graphic SQLite Client in 1 Python file
    sqlparse 0.2.1 Non-validating SQL parser
    statsmodels 0.8.0rc1 Statistical computations and models for use with SciPy
    sympy 1.0 Symbolic Mathematics Library
    tables 3.3.0 Package based on HDF5 library for managing hierarchical datasets (extremely large amounts of data)
    tblib 1.3.0 Traceback serialization library.
    theano 0.8.2 Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
    toolz 0.8.0 List processing tools and functional utilities
    tornado 4.4.2 Scalable, non-blocking web server and tools (required for IPython notebook)
    tqdm 4.8.4 A Simple Python Progress Meter
    traitlets 4.3.1 Traitlets Python config system
    traittypes 0.0.6 Scipy trait types
    twine 1.8.1 Collection of utilities for interacting with PyPI
    twitter 1.17.1 An API and command-line toolset for Twitter (twitter.com)
    vega 0.4.4 An IPython/ Jupyter widget for Vega and Vega-Lite
    wcwidth 0.1.7 Measures number of Terminal column cells of wide-character codes
    webencodings 0.5 Character encoding aliases for legacy web content
    werkzeug 0.11.11 The Swiss Army knife of Python web development
    wheel 0.29.0 A built-package format for Python.
    widgetsnbextension 1.2.6 IPython HTML widgets for Jupyter
    win-unicode-console 0.5 Enable Unicode input and display when running Python from Windows console.
    winpython 1.7.20161022 WinPython distribution tools, including WPPM (package manager)
    wordcloud 1.2.1 A little word cloud generator
    xarray 0.8.2 N-D labeled arrays and datasets in Python
    xlrd 1.0.0 Extract data from Microsoft Excel spreadsheet files
    xlsxwriter 0.9.3 A Python module for creating Excel XLSX files.
    zict 0.0.3 Mutable mapping tools
  12. stonebig commented on Nov 1, 2016

    ContributorAuthor

    rc3 (2016-11-05):

    main features (since WinPython 2016-04 rc2):

    • %WINPYDIR% is now a normalized path (no more ".." inside),

    • Python-3.6.0b3 +still the minimal necessary pip "b3" patch

    • NOTA: WinPython-3.6.0.0rc3 specificities:

      MD5 SHA-1 SHA-256 Binary Size
      fd74fa93926fca050aa132c3456046e3 6d292d2cc1966f20ea08d136a4123c7506998bfc 4c925715733923e9f4fc8b1a44ad82e8398029a0a84ddd7d48a1fd689d7c7159 WinPython-64bit-3.6.0.0Zerorc3.exe 24 075 947 Bytes
      1ace445989983c81110051c1cfa07e5b c8d7480381e74eb9241ba2f370894769bc854555 cbb1a934c83730a09dcad5811d94ec9210b77c0e18c542d62530f855d07933a8 WinPython-32bit-3.6.0.0Zerorc3.exe 23 203 484 Bytes
      fc44358714dc30a1a85d0e7520ec936f 9cee6042b8120b89bf29beacacc46dcc6361bbad e6db29f4c6a06b831a146d936c397ea90ba8ae4fb72cde76de7d8c29ebad8268 WinPython-32bit-3.4.4.5Zerorc3.exe 24 489 833 Bytes
      9dca9184b78c7728e4a8cc9d3367ee8c ae8ecdf59c6f87b5b0eb9098e02797b94aa5fd7a d560821e88bc6520c4c501e0dcbff2399cd7a06d5540ecdd66b8dde49fb518f6 WinPython-64bit-3.4.4.5Zerorc3.exe 25 217 133 Bytes
      ddbf14301965f3f9e8a2e5d5136f4c3f 8c016ce7b8986f9b63c353baaac3771843cbc364 bf9332092f8c513a5c3efe799bfc827a15ce70f4053583687ad74e052007de64 WinPython-64bit-3.5.2.3Zerorc3.exe 23 642 895 Bytes
      25e5e62668d339719b468d912e72cb7e dd71a73e15be8b55a43a6c00aa502dc7691c187b 23c04d66960fb57ae0f320ba7ac32e3ab9ba340b5e5189d8bb89d7b7498699a1 WinPython-32bit-3.5.2.3Zerorc3.exe 22 895 733 Bytes
      49eabdcc104772d458d272a6e797156d 500a9e8f5c500060e136e3c3efb826517cd15d16 e6e24a4deae4ae67388ff5b743fb3c27104b06921079a73f2af68d056cd6338b WinPython-64bit-2.7.12.4Zerorc3.exe 22 270 791 Bytes
      cbb5ed5d1d8fccae4adf79d1a625955f 1babd7b9eddbbfecd8c384af04a2b9bf94fcf362 8a0fd17529ad5a3a61a2026833806125803a37ea75ad3758d9ec71a460ae737b WinPython-32bit-2.7.12.4Zerorc3.exe 21 545 631 Bytes
      d74087b400fed80ce18a806715597ec6 d5f1ed6d95748e1d760430b2bc9fa6760d51f48c e24d0cb2a6a4d1853a4d17c893edf6fed2cba6dddb053c4a798b2760a8dcf688 WinPython-64bit-3.6.0.0rc3.exe 209 348 780 Bytes
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      a871589737db2c2d87354f4437e40b8a 7086a76639afd673f4578665030f91476f57e8ac 55eb701eeb69daf8f5148ea505e0eb0aef850146fc841e4fbdd449deb53a76f8 WinPython-32bit-3.5.2.3Qt5rc3.exe 239 808 935 Bytes
      450c9029779b307c49e6f35c3a6cce11 a1b208ccc523c8d155a6289cbddbaac8e94bb8e3 eac906d606cb465cda765347fc203ef46b5c137ab9931b399374b344442c820d WinPython-64bit-3.5.2.3rc3.exe 265 515 257 Bytes

    WinPython 3.4.4.5Qt5 rc3

    The following packages are included in WinPython v3.4.4.5Qt5 .

    Tools

    Name Version Description
    Pandoc 1.17.2 a universal document converter

    Python packages

    Name Version Description
    Python 3.4.4 Python programming language with standard library
    adodbapi 2.6.0.7 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
    alabaster 0.7.9 A configurable sidebar-enabled Sphinx theme
    algopy 0.5.3 Taylor Arithmetic Computation and Algorithmic Differentiation
    altair 1.1.0.dev0 High-level declarative visualization library for Python
    args 0.1.0 Command Arguments for Humans.
    astroid 1.4.8 Rebuild a new abstract syntax tree from Python's ast (required for pylint)
    astroml 0.3 tools for machine learning and data mining in Astronomy
    babel 2.3.4 Internationalization utilities
    backports-abc 0.4 A backport of recent additions to the 'collections.abc' module.
    baresql 0.7.4 playing SQL directly on Python datas
    bcolz 1.1.0 columnar and compressed data containers.
    beautifulsoup4 4.5.1 Screen-scraping library
    blaze 0.10.1 Blaze
    blosc 1.4.4 Blosc data compressor
    bloscpack 0.11.0 Command line interface to and serialization format for Blosc
    bokeh 0.12.3 Statistical and novel interactive HTML plots for Python
    boto3 1.3.1 The AWS SDK for Python
    botocore 1.4.36 Low-level, data-driven core of boto 3.
    bottleneck 1.2.0 Fast NumPy array functions written in Cython
    bqplot 0.8.4 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
    brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
    certifi 2016.9.26 Python package for providing Mozilla's CA Bundle.
    cffi 1.8.3 Foreign Function Interface for Python calling C code.
    click 6.6 A simple wrapper around optparse for powerful command line utilities.
    clint 0.5.1 Python Command Line Interface Tools
    cloudpickle 0.2.1 Extended pickling support for Python objects
    clrmagic 0.0.1a2 IPython cell magic to use .NET languages
    colorama 0.3.7 Cross-platform colored terminal text
    commonmark 0.5.4 Python parser for the CommonMark Markdown spec
    cvxopt 1.1.7 Convex optimization package
    cx-freeze 4.3.4 Deployment tool which converts Python scripts into stand-alone Windows executables (i.e. target machine does not require Python or any other library to be installed)
    cycler 0.10.0 Composable style cycles
    cyordereddict 1.0.0 Cython implementation of Python's collections.OrderedDict
    cython 0.25.1 Cython is a language that makes writing C extensions for the Python language as easy as Python
    cytoolz 0.8.0 Cython implementation of Toolz: High performance functional utilities
    dask 0.12.0 Minimal task scheduling abstraction
    datashape 0.5.2 A data description language
    db.py 0.5.2 a db package that doesn't suck
    decorator 4.0.10 Better living through Python with decorators
    distributed 1.14.0 Distributed computing
    docopt 0.6.2 Pythonic argument parser, that will make you smile
    docrepr 0.1.0 docrepr renders Python docstrings in HTML.
    docutils 0.12 Text processing system for processing plaintext documentation into useful formats, such as HTML or LaTeX (includes reStructuredText)
    emcee 2.2.1 Kick ass affine-invariant ensemble MCMC sampling
    entrypoints 0.2.2 Discover and load entry points from installed packages
    fasteners 0.14.1 A python package that provides useful locks.
    flask 0.11.1 A microframework based on Werkzeug, Jinja2 and good intentions
    flask-cors 2.1.2 A Flask extension adding a decorator for CORS support
    formlayout 1.1.0 Module for creating form dialogs/widgets to edit various type of parameters without having to write any GUI code
    geopy 1.11.0 Python Geocoding Toolbox
    ggplot 0.11.5 ggplot for python
    greenlet 0.4.10 Lightweight in-process concurrent programming
    guidata 1.7.6 Automatically generated graphical user interfaces for easy data set edition and display
    guiqwt 3.0.3 Efficient curve/image plotting and other GUI tools for scientific data processing software development
    h5py 2.6.0 General-purpose Python interface to HDF5 files (unlike PyTables, h5py provides direct access to the full HDF5 C library)
    heapdict 1.0.0 a heap with decrease-key and increase-key operations
    holoviews 1.6.2 Composable, declarative data structures for building complex visualizations easily.
    html5lib 0.999999999 HTML parser based on the WHATWG HTML specification
    husl 4.0.3 Human-friendly HSL (Hue-Saturation-Lightness)
    idlex 1.13 IDLE Extensions for Python
    imagesize 0.7.1 Getting image size from png/jpeg/jpeg2000/gif file
    ipykernel 4.5.0 IPython Kernel for Jupyter
    ipyleaflet 0.2.1 A Jupyter widget for dynamic Leaflet maps
    ipyparallel 5.2.0 Interactive Parallel Computing with IPython
    ipython 5.1.0 Enhanced Python shell
    ipython-genutils 0.1.0 Vestigial utilities from IPython
    ipython-sql 0.3.8 RDBMS access via IPython
    ipywidgets 5.2.2 IPython HTML widgets for Jupyter
    isort 4.2.5 A Python utility / library to sort Python imports.
    itsdangerous 0.24 Various helpers to pass trusted data to untrusted environments and back.
    jedi 0.9.0 An autocompletion tool for Python that can be used for text editors
    jinja2 2.8 Sandboxed template engine (provides a Django-like non-XML syntax and compiles templates into executable python code)
    jmespath 0.9.0 JSON Matching Expressions
    joblib 0.10.3 Lightweight pipelining: using Python functions as pipeline jobs.
    jsonschema 2.5.1 An implementation of JSON Schema validation for Python
    julia 0.1.1 Python interface to the Julia language
    jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-client 4.4.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-console 5.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-core 4.2.0 Jupyter metapackage. Install all the Jupyter components in one go.
    keras 1.1.1 Theano-based Deep Learning library
    lasagne 0.2.dev1 neural network tools for Theano
    lazy-object-proxy 1.2.2 A fast and thorough lazy object proxy.
    llvmlite 0.14.0 lightweight wrapper around basic LLVM functionality
    lmfit 0.9.5 Least-Squares Minimization with Bounds and Constraints
    locket 0.2.0 File-based locks for Python for Linux and Windows
    lxml 3.6.4 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
    markdown 2.6.7 Python implementation of Markdown.
    markupsafe 0.23 Implements a XML/HTML/XHTML Markup safe string for Python
    matplotlib 1.5.3 2D plotting library (embeddable in GUIs created with PyQt)
    mccabe 0.5.2 McCabe checker, plugin for flake8
    mingwpy 0.1.0b3 the python friendly windows compiler toolchain
    mistune 0.7.3 The fastest markdown parser in pure Python, inspired by marked.
    mkl-service 1.1.2 Python bindings to some MKL service functions
    monotonic 1.2 An implementation of time.monotonic() for Python 2 & < 3.3
    mpld3 0.2 D3 Viewer for Matplotlib
    mpmath 0.19 Python library for arbitrary-precision floating-point arithmetic
    msgpack-python 0.4.7 MessagePack (de)serializer.
    multipledispatch 0.4.9 A relatively sane approach to multiple dispatch in Python
    mysql-connector-python 2.0.4 MySQL driver written in Python
    nbconvert 4.2.0 Converting Jupyter Notebooks
    nbconvert-reportlab 0.1 Converting Jupyter Notebooks
    nbformat 4.1.0 The Jupyter Notebook format
    nbsphinx 0.2.10 Jupyter Notebook Tools for Sphinx
    netcdf4 1.2.4 python/numpy interface to netCDF library (versions 3 and 4)
    networkx 1.11 Python package for creating and manipulating graphs and networks
    nltk 3.2.1 The Natural Language Toolkit (NLTK) is a Python package for natural language processing.
    nose 1.3.7 nose is a discovery-based unittest extension (e.g. NumPy test module is using nose)
    notebook 4.2.3 # Jupyter Notebook
    numba 0.29.0 compiling Python code using LLVM
    numdifftools 0.9.17 Solves automatic numerical differentiation problems in one or more variables.
    numexpr 2.6.1 Fast evaluation of array expressions elementwise by using a vector-based virtual machine
    numpy 1.11.2 NumPy: multidimensional array processing for numbers, strings, records and objects (SciPy''s core module)
    numpydoc 0.6.0 Sphinx extension to support docstrings in Numpy format
    oct2py 3.5.9 Python to GNU Octave bridge --> run m-files from python.
    odo 0.5.0 Data migration in Python
    pandas 0.19.1 Powerful data structures for data analysis, time series and statistics
    pandas-datareader 0.2.1 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
    param 1.4.1 Declarative Python programming using Parameters.
    partd 0.3.6 Appendable key-value storage
    patsy 0.4.1 Describing statistical models using symbolic formulas
    pdfrw 0.3 pure Python library that reads and writes PDFs
    pep8 1.7.0 Python style guide checker
    pg8000 1.10.5 PostgreSQL interface library
    pickleshare 0.7.4 Tiny 'shelve'-like database with concurrency support
    pillow 3.4.1 Python Imaging Library (fork)
    pip 8.1.2 A tool for installing and managing Python packages
    pkginfo 1.3.2 Query metadatdata from sdists / bdists / installed packages.
    prettytable 0.7.2 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
    prompt-toolkit 1.0.8 Library for building powerful interactive command lines in Python
    psutil 4.4.2 Provides an interface for retrieving information on all running processes and system utilization (CPU, disk, memory, network) in a portable way
    ptpython 0.36 Python REPL build on top of prompt_toolkit
    pulp 1.6.1 PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems
    py 1.4.31 library with cross-python path, ini-parsing, io, code, log facilities
    pyaudio 0.2.9 Bindings for PortAudio v19, the cross-platform audio input/output stream library.
    pybars3 0.9.2 Handlebars.js templating for Python 3 and 2
    pycodestyle 2.1.0 Python style guide checker
    pycparser 2.17 C parser in Python
    pyflakes 1.3.0 passive checker of Python programs
    pyflux 0.4.0 Open source time series library for Python
    pygments 2.1.3 Generic syntax highlighter for general use in all kinds of software
    pylint 1.6.4 Logilab code analysis module: analyzes Python source code looking for bugs and signs of poor quality
    pymc 2.3.6 Markov Chain Monte Carlo sampling toolkit.
    pymc3 3.0rc2 Markov Chain Monte Carlo sampling toolkit.
    pymeta3 0.5.1 Pattern-matching language based on Meta for Python 3 and 2
    pymongo 3.3.0 Python driver for MongoDB http://www.mongodb.org
    pyodbc 3.0.10 DB API Module for ODBC
    pyopengl 3.1.1 Cross platform Python binding to OpenGL and related APIs
    pypandoc 1.3.2 Thin wrapper for pandoc.
    pyparsing 2.1.10 A Python Parsing Module
    PyQt5 5.5.1 Python bindings for the Qt cross platform GUI toolkit
    pyqtgraph 0.9.10 Scientific Graphics and GUI Library for Python
    pyserial 3.1.1 Library encapsulating the access for the serial port
    pystache 0.5.4 Mustache for Python
    pytest 3.0.3 pytest: simple powerful testing with Python
    python-dateutil 2.5.3 Powerful extensions to the standard datetime module
    python-hdf4 0.9 Python-HDF4: Python interface to the NCSA HDF4 library
    pythonnet 2.2.0.dev1 .Net and Mono integration for Python
    pythonqwt 0.5.5 Qt plotting widgets for Python
    pytz 2016.7 World Timezone Definitions for Python
    pywin32 220.1 Python library for Windows
    pyyaml 3.12 YAML parser and emitter for Python
    pyzmq 15.4.0 Lightweight and super-fast messaging based on ZeroMQ library (required for IPython Qt console)
    qtawesome 0.3.3 FontAwesome icons in PyQt and PySide applications
    qtconsole 4.2.1 Jupyter Qt console
    qtpy 1.1.2 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
    recommonmark 0.4.0 A markdown parser for docutils
    redis 2.10.5 Python client for Redis key-value store
    reportlab 3.3.0 The PDF generation library
    requests 2.11.1 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    requests-file 1.4 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    requests-toolbelt 0.7.0 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    rope-py3k 0.9.4.post1 a python refactoring library...
    rpy2 2.7.8 Python interface to the R language (embedded R)
    rx 1.5.3 Reactive Extensions (Rx) for Python
    s3fs 0.0.7 Convenient Filesystem interface over S3
    scikit-image 0.12.3 Image processing toolbox for SciPy
    scikit-learn 0.18 A set of Python modules for machine learning and data mining
    scikit-neuralnetwork 0.7 Deep neural networks without the learning cliff! A wrapper library compatible with scikit-learn.
    scikit-optimize 0.2 Sequential model-based optimization toolbox.
    scilab2py 0.6 Python to Scilab bridge
    scipy 0.18.1 SciPy: Scientific Library for Python (advanced math, signal processing, optimization, statistics, ...)
    seaborn 0.8.dev0 statistical data visualization
    setuptools 28.7.1 Download, build, install, upgrade, and uninstall Python packages - easily
    simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
    simplejson 3.10.0 Simple, fast, extensible JSON (JavaScript Object Notation) encoder/decoder
    six 1.10.0 Python 2 and 3 compatibility utilities
    snowballstemmer 1.2.1 This package provides 16 stemmer algorithms (15 + Poerter English stemmer) generated from Snowball algorithms.
    sphinx 1.4.8 Tool for generating documentation which uses reStructuredText as its markup language
    sphinx-rtd-theme 0.1.9 Tool for generating documentation which uses reStructuredText as its markup language
    spyder 3.1.0.dev0 Scientific PYthon Development EnviRonment: designed for interactive computing and data visualisation with a simple and intuitive user interface
    sqlalchemy 1.1.3 SQL Toolkit and Object Relational Mapper
    sqlite-bro 0.8.11 a graphic SQLite Client in 1 Python file
    sqlparse 0.2.2 Non-validating SQL parser
    statsmodels 0.8.0rc1 Statistical computations and models for use with SciPy
    sympy 1.0 Symbolic Mathematics Library
    tables 3.3.0 Package based on HDF5 library for managing hierarchical datasets (extremely large amounts of data)
    tblib 1.3.0 Traceback serialization library.
    theano 0.8.2 Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
    toolz 0.8.0 List processing tools and functional utilities
    tornado 4.4.2 Scalable, non-blocking web server and tools (required for IPython notebook)
    tqdm 4.8.4 A Simple Python Progress Meter
    traitlets 4.3.1 Traitlets Python config system
    traittypes 0.0.6 Scipy trait types
    twine 1.8.1 Collection of utilities for interacting with PyPI
    twitter 1.17.1 An API and command-line toolset for Twitter (twitter.com)
    vega 0.4.4 An IPython/ Jupyter widget for Vega and Vega-Lite
    wcwidth 0.1.7 Measures number of Terminal column cells of wide-character codes
    webencodings 0.5 Character encoding aliases for legacy web content
    werkzeug 0.11.11 The Swiss Army knife of Python web development
    wheel 0.29.0 A built-package format for Python.
    widgetsnbextension 1.2.6 IPython HTML widgets for Jupyter
    win-unicode-console 0.5 Enable Unicode input and display when running Python from Windows console.
    winpython 1.7.20161101 WinPython distribution tools, including WPPM (package manager)
    wordcloud 1.2.1 A little word cloud generator
    wrapt 1.10.8 A Python module for decorators, wrappers and monkey patching.
    xarray 0.8.2 N-D labeled arrays and datasets in Python
    xlrd 1.0.0 Extract data from Microsoft Excel spreadsheet files
    xlsxwriter 0.9.3 A Python module for creating Excel XLSX files.
    zarr 2.1.3 A minimal implementation of chunked, compressed, N-dimensional arrays for Python.
    zict 0.1.0 Mutable mapping tools
  13. RoyiAvital commented on Nov 1, 2016

    Any progress on the issues with folders created?
    Can you just change some of the system Variables on the launcher?

  14. stonebig commented on Nov 1, 2016

    ContributorAuthor

    no evolution on this. will be as last release

  15. stonebig commented on Nov 8, 2016

    ContributorAuthor

    rc4 (2016-11-0x: winPython-3.6 Qt4 stack complement only)

    Change from rc3 (of Winpython-3.6.0.0) :

    • Qt Stack on WinPython-3.6.0.0: PyQt4, Spyder, QtConsole, ...

    • remember it's still over Python-3.6.0b3, and Pandas has a compatibility problem for string index.

      MD5 SHA-1 SHA-256 Binary Size
      16cbe2650ea38a4cef520b0a529cb813 a71a0421f54394230870259de0f96a2279751633 d2d1996d237ff405c0a86d39bec276b7b3e0cdf01f5e1bb43cc725930cbbec4f WinPython-64bit-3.6.0.0rc4.exe 253 082 544 Bytes

    WinPython 3.6.0.0rc4

    The following packages are included in WinPython v3.6.0.0 .

    Tools

    Name Version Description
    Pandoc 1.17.2 a universal document converter

    Python packages

    Name Version Description
    Python 3.6.0 Python programming language with standard library
    adodbapi 2.6.0.7 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
    alabaster 0.7.9 A configurable sidebar-enabled Sphinx theme
    altair 1.1.0.dev0 High-level declarative visualization library for Python
    args 0.1.0 Command Arguments for Humans.
    astroid 1.4.8 Rebuild a new abstract syntax tree from Python's ast (required for pylint)
    astroml 0.3 tools for machine learning and data mining in Astronomy
    babel 2.3.4 Internationalization utilities
    backports-abc 0.4 A backport of recent additions to the 'collections.abc' module.
    baresql 0.7.4 playing SQL directly on Python datas
    beautifulsoup4 4.5.1 Screen-scraping library
    blaze 0.10.1 Blaze
    blosc 1.4.4 Blosc data compressor
    bloscpack 0.11.0 Command line interface to and serialization format for Blosc
    bokeh 0.12.3 Statistical and novel interactive HTML plots for Python
    boto3 1.3.1 The AWS SDK for Python
    botocore 1.4.36 Low-level, data-driven core of boto 3.
    bottleneck 1.2.0 Fast NumPy array functions written in Cython
    bqplot 0.8.4 Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
    brewer2mpl 1.4.1 Connect colorbrewer2.org color maps to Python and matplotlib
    certifi 2016.9.26 Python package for providing Mozilla's CA Bundle.
    cffi 1.8.3 Foreign Function Interface for Python calling C code.
    click 6.6 A simple wrapper around optparse for powerful command line utilities.
    clint 0.5.1 Python Command Line Interface Tools
    cloudpickle 0.2.1 Extended pickling support for Python objects
    colorama 0.3.7 Cross-platform colored terminal text
    commonmark 0.5.4 Python parser for the CommonMark Markdown spec
    cycler 0.10.0 Composable style cycles
    cython 0.25.1 Cython is a language that makes writing C extensions for the Python language as easy as Python
    dask 0.12.0 Minimal task scheduling abstraction
    datashape 0.5.2 A data description language
    db.py 0.5.2 a db package that doesn't suck
    decorator 4.0.10 Better living through Python with decorators
    distributed 1.14.0 Distributed computing
    docopt 0.6.2 Pythonic argument parser, that will make you smile
    docrepr 0.1.0 docrepr renders Python docstrings in HTML.
    docutils 0.12 Text processing system for processing plaintext documentation into useful formats, such as HTML or LaTeX (includes reStructuredText)
    emcee 2.2.1 Kick ass affine-invariant ensemble MCMC sampling
    entrypoints 0.2.2 Discover and load entry points from installed packages
    flask 0.11.1 A microframework based on Werkzeug, Jinja2 and good intentions
    flask-cors 2.1.2 A Flask extension adding a decorator for CORS support
    formlayout 1.1.0 Module for creating form dialogs/widgets to edit various type of parameters without having to write any GUI code
    geopy 1.11.0 Python Geocoding Toolbox
    ggplot 0.11.5 ggplot for python
    greenlet 0.4.10 Lightweight in-process concurrent programming
    guidata 1.7.6 Automatically generated graphical user interfaces for easy data set edition and display
    guiqwt 3.0.3 Efficient curve/image plotting and other GUI tools for scientific data processing software development
    h5py 2.6.0 General-purpose Python interface to HDF5 files (unlike PyTables, h5py provides direct access to the full HDF5 C library)
    heapdict 1.0.0 a heap with decrease-key and increase-key operations
    holoviews 1.6.2 Composable, declarative data structures for building complex visualizations easily.
    html5lib 0.999999999 HTML parser based on the WHATWG HTML specification
    husl 4.0.3 Human-friendly HSL (Hue-Saturation-Lightness)
    imagesize 0.7.1 Getting image size from png/jpeg/jpeg2000/gif file
    ipykernel 4.5.0 IPython Kernel for Jupyter
    ipyleaflet 0.2.1 A Jupyter widget for dynamic Leaflet maps
    ipyparallel 5.2.0 Interactive Parallel Computing with IPython
    ipython 5.1.0 Enhanced Python shell
    ipython-genutils 0.1.0 Vestigial utilities from IPython
    ipython-sql 0.3.8 RDBMS access via IPython
    ipywidgets 5.2.2 IPython HTML widgets for Jupyter
    isort 4.2.5 A Python utility / library to sort Python imports.
    itsdangerous 0.24 Various helpers to pass trusted data to untrusted environments and back.
    jedi 0.9.0 An autocompletion tool for Python that can be used for text editors
    jinja2 2.8 Sandboxed template engine (provides a Django-like non-XML syntax and compiles templates into executable python code)
    jmespath 0.9.0 JSON Matching Expressions
    joblib 0.10.3 Lightweight pipelining: using Python functions as pipeline jobs.
    jsonschema 2.5.1 An implementation of JSON Schema validation for Python
    julia 0.1.1 Python interface to the Julia language
    jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-client 4.4.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-console 5.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyter-core 4.2.0 Jupyter metapackage. Install all the Jupyter components in one go.
    jupyterlab 0.8.0 Jupyter lab environment notebook server extension
    keras 1.1.1 Theano-based Deep Learning library
    lasagne 0.2.dev1 neural network tools for Theano
    lazy-object-proxy 1.2.2 A fast and thorough lazy object proxy.
    lmfit 0.9.5 Least-Squares Minimization with Bounds and Constraints
    locket 0.2.0 File-based locks for Python for Linux and Windows
    lxml 3.6.4 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
    markdown 2.6.7 Python implementation of Markdown.
    markupsafe 1.0.dev0 Implements a XML/HTML/XHTML Markup safe string for Python
    matplotlib 1.5.3 2D plotting library (embeddable in GUIs created with PyQt)
    mccabe 0.5.2 McCabe checker, plugin for flake8
    mistune 0.7.3 The fastest markdown parser in pure Python, inspired by marked.
    mpld3 0.2 D3 Viewer for Matplotlib
    mpmath 0.19 Python library for arbitrary-precision floating-point arithmetic
    msgpack-python 0.4.8 MessagePack (de)serializer.
    multipledispatch 0.4.9 A relatively sane approach to multiple dispatch in Python
    mysql-connector-python 2.0.4 MySQL driver written in Python
    nbconvert 4.2.0 Converting Jupyter Notebooks
    nbformat 4.1.0 The Jupyter Notebook format
    nbsphinx 0.2.10 Jupyter Notebook Tools for Sphinx
    netcdf4 1.2.4 python/numpy interface to netCDF library (versions 3 and 4)
    networkx 1.11 Python package for creating and manipulating graphs and networks
    nltk 3.2.1 The Natural Language Toolkit (NLTK) is a Python package for natural language processing.
    nose 1.3.7 nose is a discovery-based unittest extension (e.g. NumPy test module is using nose)
    notebook 4.2.3 # Jupyter Notebook
    numexpr 2.6.1 Fast evaluation of array expressions elementwise by using a vector-based virtual machine
    numpy 1.11.2 NumPy: multidimensional array processing for numbers, strings, records and objects (SciPy''s core module)
    numpydoc 0.6.0 Sphinx extension to support docstrings in Numpy format
    oct2py 3.5.9 Python to GNU Octave bridge --> run m-files from python.
    odo 0.5.0 Data migration in Python
    pandas 0.19.1 Powerful data structures for data analysis, time series and statistics
    pandas-datareader 0.2.1 Data readers extracted from the pandas codebase,should be compatible with recent pandas versions
    param 1.4.1 Declarative Python programming using Parameters.
    partd 0.3.6 Appendable key-value storage
    patsy 0.4.1 Describing statistical models using symbolic formulas
    pep8 1.7.0 Python style guide checker
    pg8000 1.10.5 PostgreSQL interface library
    pickleshare 0.7.4 Tiny 'shelve'-like database with concurrency support
    pillow 3.4.2 Python Imaging Library (fork)
    pip 8.1.2 A tool for installing and managing Python packages
    pkginfo 1.3.2 Query metadatdata from sdists / bdists / installed packages.
    prettytable 0.7.2 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
    prompt-toolkit 1.0.8 Library for building powerful interactive command lines in Python
    psutil 4.4.2 Provides an interface for retrieving information on all running processes and system utilization (CPU, disk, memory, network) in a portable way
    ptpython 0.36 Python REPL build on top of prompt_toolkit
    py 1.4.31 library with cross-python path, ini-parsing, io, code, log facilities
    pybars3 0.9.2 Handlebars.js templating for Python 3 and 2
    pycodestyle 2.1.0 Python style guide checker
    pycparser 2.17 C parser in Python
    pyflakes 1.3.0 passive checker of Python programs
    pygments 2.1.3 Generic syntax highlighter for general use in all kinds of software
    pylint 1.6.4 Logilab code analysis module: analyzes Python source code looking for bugs and signs of poor quality
    pymc3 3.0rc2 Markov Chain Monte Carlo sampling toolkit.
    pymeta3 0.5.1 Pattern-matching language based on Meta for Python 3 and 2
    pymongo 3.3.0 Python driver for MongoDB http://www.mongodb.org
    pyopengl 3.1.1 Cross platform Python binding to OpenGL and related APIs
    pyparsing 2.1.10 A Python Parsing Module
    pyqt4 4.11.4 Python bindings for the Qt cross platform GUI toolkit
    pyqtgraph 0.9.10 Scientific Graphics and GUI Library for Python
    pyserial 3.1.1 Library encapsulating the access for the serial port
    pystache 0.5.4 Mustache for Python
    pytest 3.0.3 pytest: simple powerful testing with Python
    python-dateutil 2.5.3 Powerful extensions to the standard datetime module
    pythonqwt 0.5.5 Qt plotting widgets for Python
    pytz 2016.7 World Timezone Definitions for Python
    pywin32 220.1 Python library for Windows
    pyyaml 3.12 YAML parser and emitter for Python
    pyzmq 16.0.0 Lightweight and super-fast messaging based on ZeroMQ library (required for IPython Qt console)
    qtawesome 0.3.3 FontAwesome icons in PyQt and PySide applications
    qtconsole 4.2.1 Jupyter Qt console
    qtpy 1.1.2 Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
    recommonmark 0.4.0 A markdown parser for docutils
    redis 2.10.5 Python client for Redis key-value store
    requests 2.11.1 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    requests-file 1.4 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    requests-toolbelt 0.7.0 Requests is an Apache2 Licensed HTTP library, written in Python, for human beings.
    rope-py3k 0.9.4.post1 a python refactoring library...
    rx 1.5.3 Reactive Extensions (Rx) for Python
    s3fs 0.0.7 Convenient Filesystem interface over S3
    scikit-image 0.12.3 Image processing toolbox for SciPy
    scikit-learn 0.18 A set of Python modules for machine learning and data mining
    scikit-neuralnetwork 0.7 Deep neural networks without the learning cliff! A wrapper library compatible with scikit-learn.
    scikit-optimize 0.2 Sequential model-based optimization toolbox.
    scilab2py 0.6 Python to Scilab bridge
    scipy 0.18.1 SciPy: Scientific Library for Python (advanced math, signal processing, optimization, statistics, ...)
    seaborn 0.8.dev0 statistical data visualization
    setuptools 28.7.1 Download, build, install, upgrade, and uninstall Python packages - easily
    simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
    simplejson 3.10.0 Simple, fast, extensible JSON (JavaScript Object Notation) encoder/decoder
    six 1.10.0 Python 2 and 3 compatibility utilities
    snowballstemmer 1.2.1 This package provides 16 stemmer algorithms (15 + Poerter English stemmer) generated from Snowball algorithms.
    sphinx 1.4.8 Tool for generating documentation which uses reStructuredText as its markup language
    sphinx-rtd-theme 0.1.9 Tool for generating documentation which uses reStructuredText as its markup language
    spyder 3.1.0.dev0 Scientific PYthon Development EnviRonment: designed for interactive computing and data visualisation with a simple and intuitive user interface
    sqlalchemy 1.1.3 SQL Toolkit and Object Relational Mapper
    sqlite-bro 0.8.11 a graphic SQLite Client in 1 Python file
    sqlparse 0.2.2 Non-validating SQL parser
    statsmodels 0.8.0rc1 Statistical computations and models for use with SciPy
    sympy 1.0 Symbolic Mathematics Library
    tables 3.3.0 Package based on HDF5 library for managing hierarchical datasets (extremely large amounts of data)
    tblib 1.3.0 Traceback serialization library.
    theano 0.8.2 Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
    toolz 0.8.0 List processing tools and functional utilities
    tornado 4.4.2 Scalable, non-blocking web server and tools (required for IPython notebook)
    tqdm 4.8.4 A Simple Python Progress Meter
    traitlets 4.3.1 Traitlets Python config system
    traittypes 0.0.6 Scipy trait types
    twine 1.8.1 Collection of utilities for interacting with PyPI
    twitter 1.17.1 An API and command-line toolset for Twitter (twitter.com)
    vega 0.4.4 An IPython/ Jupyter widget for Vega and Vega-Lite
    wcwidth 0.1.7 Measures number of Terminal column cells of wide-character codes
    webencodings 0.5 Character encoding aliases for legacy web content
    werkzeug 0.11.11 The Swiss Army knife of Python web development
    wheel 0.29.0 A built-package format for Python.
    widgetsnbextension 1.2.6 IPython HTML widgets for Jupyter
    win-unicode-console 0.5 Enable Unicode input and display when running Python from Windows console.
    winpython 1.7.20161101 WinPython distribution tools, including WPPM (package manager)
    wordcloud 1.2.1 A little word cloud generator
    wrapt 1.10.8 A Python module for decorators, wrappers and monkey patching.
    xarray 0.8.2 N-D labeled arrays and datasets in Python
    xlrd 1.0.0 Extract data from Microsoft Excel spreadsheet files
    xlsxwriter 0.9.3 A Python module for creating Excel XLSX files.
    zict 0.1.0 Mutable mapping tools
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