Arvind Roshaan's Projects
Applied Deep Learning Course
The fastai book, published as Jupyter Notebooks
Free MLOps course from DataTalks.Club
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Library for fast text representation and classification.
Deep Learning for humans
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Fast and customizable text tokenization library with BPE and SentencePiece support
A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) built by the FAIR NLLB team.
Models, data loaders and abstractions for language processing, powered by PyTorch
Drawing Indian national flag with p5.js
Implementation of https://arxiv.org/abs/1706.03762
Config files for my GitHub profile.
CUDA for GPU programming
Emergency Evacuation Simulation using concept of BOIDS
SIP LAB PROJECT - IITH
Suggest top cloth options for a given description
The Leek group guide to data sharing
Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research techniques without significant engineering overhead.Specifically, recipes aims to provide- Consistent access to pre-trained SOTA models ready for production- Reference implementations for SOTA research reproducib
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
Tracking the progress in non-autoregressive generation (translation, transcription, etc.)