hierarchical-dnn-interpretations

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

MIT License

Downloads
127
Stars
124
Committers
2
View Code on GitHub Visit Website View on X
Ecosystems: Jupyter Notebook, Python, PyTorch

Commit Statistics

Past Year

All Time

Total Commits
0
58
Total Committers
0
2
Avg. Commits Per Committer
0.0
29.0
Bot Commits
0
0

Issue Statistics

Past Year

All Time

Total Pull Requests
0
0
Merged Pull Requests
0
0
Total Issues
0
9
Time to Close Issues
N/A
2 months
Package Rankings
Top 13.94% on Pypi.org
Related Projects
DeepLearningImplementations

Implementation of recent Deep Learning papers

10 Sep 2016 1,814
dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

21 Apr 2021 6,236
VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregress...

01 Apr 2024 2,568
edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

10 Oct 2022 1,311
innvestigate

A toolbox to iNNvestigate neural networks' predictions!

13 Dec 2017 1,228
RCAN

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Att...

03 Jul 2018 1,374
dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Rol...

28 Apr 2020 299
Segmentation.X

Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation a...

22 Feb 2018 478
HRNet-Semantic-Segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This...

09 Apr 2019 3,130
disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

09 Feb 2019 1,376
dtreeviz

A python library for decision tree visualization and model interpretation.

13 Aug 2018 2,851
RepVGG

RepVGG: Making VGG-style ConvNets Great Again

31 Dec 2020 3,313
antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

14 May 2019 1,655
imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-co...

04 Jul 2019 1,372
the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relat...

11 Feb 2017 11,389