RoyMachineLearning
diff --git a/‎Dockerfile‎
Lines changed: 23 additions & 11 deletions b/‎Dockerfile‎
Lines changed: 23 additions & 11 deletions
diff --git a/‎test_build.py‎
Lines changed: 30 additions & 28 deletions b/‎test_build.py‎
Lines changed: 30 additions & 28 deletions
@@ -53,22 +53,27 @@ RUN pip install opencv-python
     #rm -rf /root/.cache/pip/* && \
     #apt-get autoremove -y && apt-get clean
 
-# Tensorflow source build
-RUN apt-get install -y python-software-properties zip && \
-    echo "deb http://ppa.launchpad.net/webupd8team/java/ubuntu precise main" | tee -a /etc/apt/sources.list &&     echo "deb-src http://ppa.launchpad.net/webupd8team/java/ubuntu precise main" | tee -a /etc/apt/sources.list &&     apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv-keys EEA14886 C857C906 2B90D010 && \
+RUN apt-get update && apt-get install -y python-software-properties zip && \
+    echo "deb http://ppa.launchpad.net/webupd8team/java/ubuntu precise main" | tee -a /etc/apt/sources.list && \
+    echo "deb-src http://ppa.launchpad.net/webupd8team/java/ubuntu precise main" | tee -a /etc/apt/sources.list && \
+    apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv-keys EEA14886 C857C906 2B90D010 && \
     apt-get update && \
     echo debconf shared/accepted-oracle-license-v1-1 select true | debconf-set-selections && \
     echo debconf shared/accepted-oracle-license-v1-1 seen true | debconf-set-selections && \
     apt-get install -y oracle-java8-installer && \
     echo "deb [arch=amd64] http://storage.googleapis.com/bazel-apt stable jdk1.8" | tee /etc/apt/sources.list.d/bazel.list && \
     curl https://bazel.build/bazel-release.pub.gpg | apt-key add - && \
-    apt-get update && apt-get install -y bazel && apt-get upgrade -y bazel && \
-    pip install tensorflow 
-    #cd /usr/local/src && git clone https://github.com/tensorflow/tensorflow && \
-    #cd tensorflow && echo "\n" | ./configure && \
-    #bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package && \
-    #bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg && \
-    #pip install /tmp/tensorflow_pkg/tensorflow*.whl
+    apt-get update && apt-get install -y bazel && \
+    apt-get upgrade -y bazel
+
+# Tensorflow source build
+RUN cd /usr/local/src && \
+    git clone https://github.com/tensorflow/tensorflow && \
+    cd tensorflow && \
+    cat /dev/null | ./configure && \
+    bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package && \
+    bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg && \
+    pip install /tmp/tensorflow_pkg/tensorflow*.whl
 
 RUN apt-get install -y libfreetype6-dev && \
     apt-get install -y libglib2.0-0 libxext6 libsm6 libxrender1 libfontconfig1 --fix-missing && \
@@ -215,6 +220,7 @@ RUN apt-get update && \
     pip install line_profiler && \
     pip install orderedmultidict && \
     pip install smhasher && \
+    conda install -y -c bokeh bokeh && \
     conda install -y -c bokeh datashader && \
     # Boruta (python implementation)
     cd /usr/local/src && git clone https://github.com/danielhomola/boruta_py.git && \
@@ -477,10 +483,16 @@ RUN pip install flashtext && \
     pip install featuretools && \
     pip install -e git+https://github.com/SohierDane/BigQuery_Helper#egg=bq_helper && \
     pip install hpsklearn && \
+    pip install keras-tqdm && \
     pip install git+https://github.com/Kaggle/learntools && \
     pip install kmapper && \
+    pip install shap && \
     pip install ray && \
-    ##### ^^^^ Add new contributions above here
+
+    ##### ^^^^ Add new contributions above here ^^^^ #####
+
+
+
     # clean up pip cache
     rm -rf /root/.cache/pip/*
 
 
@@ -2,6 +2,33 @@
 # kaggle/python container. It checks that all our most popular packages can
 # be loaded and used without errors.
 
+import tensorflow as tf
+print(tf.__version__)
+hello = tf.constant('TensorFlow ok')
+sess = tf.Session()
+print(sess.run(hello))
+print("Tensorflow ok")
+
+from keras.models import Sequential
+from keras.layers.core import Dense, Dropout, Activation, Flatten
+from keras.layers.convolutional import Convolution2D, MaxPooling2D
+from keras.optimizers import SGD
+print("Keras ok")
+
+# PyTorch smoke test based on http://pytorch.org/tutorials/beginner/nlp/deep_learning_tutorial.html
+import torch
+import torch.nn as tnn
+import torch.autograd as autograd
+torch.manual_seed(31337)
+linear_torch = tnn.Linear(5,3)
+data_torch = autograd.Variable(torch.randn(2, 5))
+print(linear_torch(data_torch))
+print("PyTorch ok")
+
+import fastai
+from fastai.io import get_data
+print("fast.ai ok")
+
 import numpy as np
 print("Numpy imported ok")
 print("Your lucky number is: " + str(np.random.randint(100)))
@@ -63,20 +90,6 @@
 img = cv2.imread('plot1.png',0)
 print("OpenCV ok")
 
-import tensorflow as tf
-print(tf.__version__)
-hello = tf.constant('TensorFlow ok')
-sess = tf.Session()
-print(sess.run(hello))
-print("Tensorflow ok")
-
-from keras.models import Sequential
-from keras.layers.core import Dense, Dropout, Activation, Flatten
-from keras.layers.convolutional import Convolution2D, MaxPooling2D
-from keras.optimizers import SGD
-print("Keras ok")
-
-
 from skimage.io import imread
 print("skimage ok")
 
@@ -99,20 +112,6 @@
 import seaborn
 print("seaborn ok")
 
-# PyTorch smoke test based on http://pytorch.org/tutorials/beginner/nlp/deep_learning_tutorial.html
-import torch
-import torch.nn as tnn
-import torch.autograd as autograd
-torch.manual_seed(31337)
-linear_torch = tnn.Linear(5,3)
-data_torch = autograd.Variable(torch.randn(2, 5))
-print(linear_torch(data_torch))
-print("PyTorch ok")
-
-import fastai
-from fastai.io import get_data
-print("fast.ai ok")
-
 # Test BigQuery
 import os
 import threading
@@ -146,3 +145,6 @@ def do_GET(s):
 assert fake_bq_header_found, "X-KAGGLE-PROXY-DATA header was missing from the BQ request."
 print("bigquery proxy ok")
 
+import shap
+print("shap ok")
+