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1. montefiore-institute/hypothesis montefiore-institute/hypothesis Public

   A Python toolkit for (simulation-based) inference and the mechanization of science.

   Python 55 5

2. montefiore-institute/balanced-nre montefiore-institute/balanced-nre Public

   Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".

   Jupyter Notebook 15 3

3. constraining-dark-matter-with-stellar-streams-and-ml constraining-dark-matter-with-stellar-streams-and-ml Public

   Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.

   Jupyter Notebook 19 3

4. cerndb/dist-keras cerndb/dist-keras Public archive

   Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

   Python 622 163

5. montefiore-institute/gradient-energy-matching montefiore-institute/gradient-energy-matching Public archive

   Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".

   Python 19 4

6. amortized-experimental-design amortized-experimental-design Public

   A demonstration on how to enable active sciencing by amortizing Bayesian experimental design.

   Jupyter Notebook