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1. CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers Public

   aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

   Jupyter Notebook 27.3k 7.9k

2. blynn/gitmagic blynn/gitmagic Public

   A guide to using Git

   Makefile 1.9k 664

3. IBM/online-alt-min IBM/online-alt-min Public archive

   Source code for paper Choromanska et al. -- Beyond Backprop: Online Alternating Minimization with Auxiliary Variables -- http://proceedings.mlr.press/v97/choromanska19a.html

   Python 24 16

4. IBM/SIC IBM/SIC Public archive

   Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019

   Python 14 12

5. IBM/TabFormer IBM/TabFormer Public

   Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

   Python 335 89

6. IBM/USD IBM/USD Public archive

   Code for the NeurIPS 2020 paper "Unbalanced Sobolev Descent"

   Jupyter Notebook 7 4