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Anubrata Das's Projects

admissionprediction icon admissionprediction

Dataset and scripts for "Predicting hospital admission at emergency department triage using machine learning"

annotated_deep_learning_paper_implementations icon 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, ... 🧠

causal-text-papers icon causal-text-papers

Curated research at the intersection of causal inference and natural language processing.

clip icon clip

Contrastive Language-Image Pretraining

contextual2static icon contextual2static

All materials that accompany/are needed to reproduce ACL 2020 paper - Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings

covid-19-tweetids icon covid-19-tweetids

The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.

deep-rl-class icon deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

evals icon evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

fairwork icon fairwork

Server for the Fair Work Mechanical Turk script

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

grover icon grover

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hello-git icon hello-git

My first repo in git. I don't know How much I can handle it.....

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