Anubrata Das's repositories
annotated-s4
Implementation of https://srush.github.io/annotated-s4
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
turkey-lite
A JavaScript tool for collecting implicit behavioral data on Amazon Mechanical Turk, etc
anubrata.github.io
My Personal Web Page
causal-text-papers
Curated research at the intersection of causal inference and natural language processing.
CLIP
Contrastive Language-Image Pretraining
deep-rl-class
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
fairwork
Server for the Fair Work Mechanical Turk script
human-centered-machine-learning
Schedule and Syllabus for Human-Centered Machine learning.
jukebox
Code for the paper "Jukebox: A Generative Model for Music"
LAMA
LAnguage Model Analysis
Lil-Bevo
UT Austin's submission to BabyLM Challenge
lit
The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.
metaseq
Repo for external large-scale work
minitorch-js
Minitorch in javascript
nlpaug
Data augmentation for NLP
PreSumm
code for EMNLP 2019 paper Text Summarization with Pretrained Encoders
prompt-fab
Toolkit for building prompt templates for language models
ProtoPNet
This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).
RL4LMs
A modular RL library to fine-tune language models to human preferences
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
XAI-Scholar
Cross-field empirical trends analysis of XAI literature