17 results found Sort:

512
5.1k
bsd-3-clause
290
Model interpretability and understanding for PyTorch
Created 2019-08-27
1,269 commits to master branch, last one 18 hours ago
236
2.7k
apache-2.0
31
High-Performance Symbolic Regression in Python and Julia
Created 2020-09-14
2,616 commits to master branch, last one 6 days ago
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
Created 2018-11-19
35 commits to master branch, last one 4 years ago
This repository has no description...
Created 2017-12-27
86 commits to master branch, last one 4 years ago
Distributed High-Performance Symbolic Regression in Julia
Created 2021-01-14
3,364 commits to master branch, last one 17 days ago
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Created 2018-03-14
169 commits to master branch, last one 2 years ago
34
214
other
12
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
Created 2020-11-10
232 commits to master branch, last one 11 months ago
An Open-Source Library for the interpretability of time series classifiers
Created 2022-08-15
486 commits to main branch, last one 3 months ago
37
113
mit
2
The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classif...
Created 2021-09-30
10 commits to main branch, last one about a year ago
11
103
mit
5
Optimal Sparse Decision Trees
Created 2019-06-05
28 commits to master branch, last one about a year ago
22
68
unknown
1
PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)
Created 2023-03-24
15 commits to main branch, last one about a year ago
[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
Created 2023-10-09
86 commits to main branch, last one 4 months ago
A PyTorch implementation of constrained optimization and modeling techniques
Created 2023-11-08
76 commits to main branch, last one 10 months ago