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597spring2021

Resources for IST597 Spring 2021

beautifulhugo

Theme for the Hugo static website generator

causalgraphicalmodels

Causal Graphical Models in Python

cfmark

This is the official repository of the paper "Watermarking Counterfactual Explanations".

counternet

This is the official repository of the paper "CounterNet: End-to-End Training of Counterfactual Aware Predictions".

crowd_hw3

crowd_project

diet_master

explainable-ml-papers

A list of research papers of explainable machine learning.

explainax

JAX-based Model Explanation and Interpretation Library

farmer_ml

flash-attention

Fast and memory-efficient exact attention

haiku-trainer

hugo-academic

🔥 The website builder for Hugo. No code, build with widgets! 创建在线课程，学术简历或初创网站。

interview-notebook

:calendar: 准备秋招学习笔记

jax-dataloader

Pytorch-like dataloaders in JAX.

jax-practice

jax-relax

Recourse Explanation Library in JAX

jax-tqdm

Add a tqdm progress bar to your JAX scans and loops.

mkdocs-material

A Material Design theme for MkDocs

nbdev

Create delightful software with Jupyter Notebooks

nbdev-mkdocs

Extension to nbdev for generating docs with Material for Mkdocs

nbdev_template

nlp_classifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

nt_tool

An award searching project aims to using public data by airlines more efficiently.

pnet

pnet_pytorch

Privacy preserving ML for NLP tasks

pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

relax

Recourse Explanation Library in JAX

rocoursenet

This is the official repository of the paper "RoCourseNet: Distributionally Robust Training of a Prediction Aware Recourse Model".