Pinned

1. montefiore-ai/hypothesis montefiore-ai/hypothesis Public

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

   Python 51 5

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

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

   Jupyter Notebook 12 2

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 17 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 623 170

5. montefiore-ai/gradient-energy-matching montefiore-ai/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