shuningjin

nlpaug

Data augmentation for NLP

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

CausalMediationAnalysis

Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

Solutions-to-Machine-Learning-A-Probabilistic-Perspective-

Solutions to "Machine Learning: A Probabilistic Perspective"

Machine-Learning-A-Probabilistic-Perspective-Solutions

My solutions to Kevin Murphy Machine Learning Book

Gumbel-CRF

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

VirtualTeaching

DIY setup for virtual teaching on ubuntu

lowresource-nlp-bootcamp-2020

The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020

The-NLP-Pandect

A comprehensive reference for all topics related to Natural Language Processing

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

mVGVAE

Data for the paper "Exemplar-Controllable Paraphrasing and Translation using Bitext"

scikit-learn

scikit-learn: machine learning in Python

nb_black

A simple extension for Jupyter Notebook and Jupyter Lab to beautify Python code automatically using black.

jupyter-black

Black formatter for Jupyter Notebook

jupyter_contrib_nbextensions

A collection of various notebook extensions for Jupyter

AmbigQA

An original implementation of EMNLP 2020, "AmbigQA: Answering Ambiguous Open-domain Questions"

jupyter-sphinx

Sphinx extension for rendering of Jupyter interactive widgets.

lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

submitit

Python 3.8+ toolbox for submitting jobs to Slurm

ttic-31230

electra-pytorch

A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch

array_to_latex

ammi

sts-b

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

minitorch.github.io

Docs

macarico

learning to search in pytorch

ciml

A Course in Machine Learning

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training