Neeraj Varshney's starred repositories
reliability-checklist
NLP tool for wide-range model reliability evaluations
DSI-transformers
A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
osr-ood-ad-methods
This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".
ood-metrics
Functions for computing metrics commonly used in the field of out-of-distribution (OOD) detection
PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
face_recognition
The world's simplest facial recognition api for Python and the command line
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.