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1. cib-optimization-psagd cib-optimization-psagd Public

   We apply pGD and pSAGD to find the minima of the Causal Information Bottleneck (CIB) Lagrangian.

   HTML 3

2. minimal-set-conditional-intervention-bandits minimal-set-conditional-intervention-bandits Public

   Testing the LCA closure space reduction method for the task of conditional intervention selection formulated as a type of MAB problem on a causal Bayesian Network.

   Jupyter Notebook

3. genotype-hpc-jPCA genotype-hpc-jPCA Public

   Jaccard PCA for amyotrophic lateral sclerosis data, in the context of a GWAS.

   Python

4. genetically-trained-robots genetically-trained-robots Public

   I implement the genetic algorithm to train 2D-walking-robots to reach a goal.

   Jupyter Notebook 1

5. prostate-cancer_multilinear-regression prostate-cancer_multilinear-regression Public

   Multilinear regression with backwards stepwise selection on a prostate cancer dataset.

   Jupyter Notebook 2

6. photoscale-data-api-public photoscale-data-api-public Public

   A public version of the package photoscaledataapi, which was created to allow the easy exploration and analysis of Photoscale's data.

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