amarasovic / interpretability-literatureLinks
☆264Updated 5 years ago
Alternatives and similar repositories for interpretability-literature
Users that are interested in interpretability-literature are comparing it to the libraries listed below
Sorting:
- This repository stores slides for a tutorial on variational inference for NLP audiences.☆297Updated 5 years ago
- Course webpage for COMP 790, (Deep) Learning from Limited Labeled Data☆304Updated 4 years ago
- I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my not…☆283Updated 5 years ago
- Implementation of papers on Deep Seq2seq learning using Pytorch.☆218Updated 6 years ago
- Tutorial for International Summer School on Deep Learning, 2019☆317Updated 3 years ago
- Create interactive textual heat maps for Jupiter notebooks☆196Updated last year
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning☆311Updated 4 years ago
- ☆315Updated 2 years ago
- Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)☆128Updated 3 years ago
- A list of publications on NLP interpretability (Welcome PR)☆168Updated 4 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- ☆915Updated 2 years ago
- 📰Natural language processing (NLP) newsletter☆301Updated 4 years ago
- A repository for explaining feature attributions and feature interactions in deep neural networks.☆187Updated 3 years ago
- AI/ML citation graph with postgres + graphql☆187Updated 4 years ago
- ☆134Updated 5 years ago
- Bayesian Deep Learning Benchmarks☆671Updated 2 years ago
- Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA☆723Updated 5 years ago
- All about explainable AI, algorithmic fairness and more☆108Updated last year
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆117Updated 4 years ago
- On the Dimensionality of Word Embedding☆328Updated 4 years ago
- ☆125Updated 4 years ago
- NLP library designed for reproducible experimentation management☆294Updated 10 months ago
- Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.☆338Updated 4 years ago
- Books, papers and links to latest research in ML/AI☆89Updated 10 months ago
- Tools for loading standard data sets in machine learning☆203Updated 2 years ago
- A PyTorch implementation of Neighbourhood Components Analysis.☆400Updated 4 years ago
- Mathematics of Deep Learning, Courant Insititute, Spring 19☆276Updated 6 years ago
- python tools to check recourse in linear classification☆76Updated 4 years ago
- Snorkel MeTaL: A framework for training models with multi-task weak supervision☆424Updated 5 years ago