sai-prasanna

lmproof

Language model powered proof reader for correcting contextual errors in natural language.

bert-experiments

dreamerv2_torch

Implementation of the DreamerV2 agent in torch

suggestion-mining-semeval19

Our submission for Semantic Evaluation 2019 - Task 9 - Suggestion Mining

roam-highlighter

Chrome highlighter that quickly and easily puts your highlights into Roam format for easy pasting into your notes.

diff_cvx_opt_experiments

Experiments in differentiable convex optimization

dotfiles

Central dotfile storage with easy installation

saiprasanna.in

My blog with fastpages

datasets

🤗nlp – Datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow

deep-rl-class

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

dreamer_augment

dungeon_maps

A tiny PyTorch library for depth map manipulations.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

jetbot

An educational AI robot based on NVIDIA Jetson Nano.

lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

mlconjug3

A Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese and Romanian (more soon) using Machine Learning techniques.

mpc_and_rl

OmniGibson

OmniGibson: a platform for accelerating Embodied AI research built upon NVIDIA's Omniverse engine

PIE

Fast Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

roam-to-git

Automatic RoamResearch backup to Git

sai-prasanna.github.io

My blog

spacy-pattern-builder

Reverse engineer patterns for use with SpaCy's DependencyMatcher

symspell

Spelling correction & Fuzzy search based on Symmetric Delete spelling correction algorithm.

symspell-1

Rust python bindings for symspell

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

x-magical

[CoRL 2021] A robotics benchmark for cross-embodiment imitation.