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1. pycit pycit Public

   (Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as …

   Python 25 5

2. ksvd-sparse-dictionary ksvd-sparse-dictionary Public

   Learn atoms of a sparse dictionary using the iterative K-SVD algorithm, written in Python.

   Python 20 2

3. dglearn dglearn Public

   Python implementation of "Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs," in ICML 2020

   Python 8

4. model-augmented-mutual-information model-augmented-mutual-information Public

   Code accompanying paper "Model-Augmented Conditional Mutual Information Estimation for Feature Selection" in UAI 2020

   Jupyter Notebook 6

5. ISSNeuralODE ISSNeuralODE Public

   Code accompanying paper "Input-to-State Stable Neural Ordinary Differential Equations with Applications to Transient Modeling of Circuits" at L4DC 2022.

   Julia 5

6. proxci proxci Public

   Implementation of "Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference" by A. Ghassami, A. Ying, I. Shpitser, and E. Tchetgen Tche…

   Python 2 1