Dmitry Kazhdan (@dmitrykazhdan)
github

dmitrykazhdan

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Top repositories

1

concept-based-xai

Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
Python
51
star
2

Representing-Programs-with-Graphs

Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"
Python
38
star
3

MARLeME

General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems
C++
19
star
4

MEME-RNN-XAI

MEME: Generating RNN Model Explanations via Model Extraction
Jupyter Notebook
13
star
5

CME

CME: Concept-based Model Extraction
Python
11
star
6

gci

GCI: A Graph Concept Interpretation Framework
Python
5
star
7

GP-DNN-Hybrids

Using Gaussian Processes for Deep Neural Network Predictive Uncertainty Estimation
Python
3
star
8

METABRIC-Autoencoder

Extracting High-Quality Features From Biomedical Datasets Using Multimodal Autoencoders
Python
3
star
9

Multi-Modal-Training-Data-Creation-with-Snorkel

Jupyter Notebook
2
star
10

Part-II-Project

Deduction Rules for Ontology Reasoning
Java
1
star