Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.

Useful Resources for Low Level System Design

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Code repository for "Introducing Airavata: Hindi Instruction-tuned LLM"

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Learn System Design concepts and prepare for interviews using free resources.

The uncompromising Python code formatter

Code and documentation to train Stanford's Alpaca models, and generate the data.

Pretraining, fine-tuning and evaluation scripts for IndicBERT-v2 and IndicXTREME

A collaborative catalog of NLP resources for Indic languages

Machine Learning Engineering Open Book

Yet Another Neural Machine Translation Toolkit

Whisper realtime streaming for long speech-to-text transcription and translation

A repository of links with advice related to grad school applications, research, phd etc

Tools for checking ACL paper submissions

Code Repository for the IndicXNLI paper.

Explanation to key concepts in ML

Translation models for 22 scheduled languages of India

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

A Python Search Engine for Humans 🥸

A Python implementation of the BM25 ranking function.

A Neural Framework for MT Evaluation

Add noise to your text, can be used to improve synthetic training corpus for Neural Machine Translation

Resources and tools for Indian language Natural Language Processing

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.