Ravi Theja's starred repositories
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
covid19india-react
Tracking the impact of COVID-19 in India
course-nlp
A Code-First Introduction to NLP course
bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
GAN_stability
Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"
whisper-playground
Build real time speech2text web apps using OpenAI's Whisper https://openai.com/blog/whisper/
NeuralDialogPapers
Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)
cloud-gpus
This repository contains information about Cloud GPU offerings for Machine Learning practitioners.
covid-sanity
Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19
llm-seminar
Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)
TF_JAX_tutorials
All about the fundamental blocks of TF and JAX!
pytorch-learn-reinforcement-learning
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
NeuralDialog-ZSDG
PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
sandbox-toy-semantic-search
A demonstration of how a toy (but usable!) semantic search engine can be quickly built using Cohere's platform.
arxiv-twitter
Bot for posting arXiv.org updates to twitter
DLJeju2018CodeRepoASR
Details on my work on using GANs for speech synthesis for improving Speech Recognition accuracy for ASR problem
pychesscom
An asynchronous Python client for Chess.com's API
AlphaGoZeroPlaysTicTacToe
This is an RLagent that plays the game tic-tac-toe using the same algorithm as AlphaGo Zero