hammadkhann

interviews

Everything you need to know to get the job.

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

python-patterns

A collection of design patterns/idioms in Python

OpenDevin

🐚 OpenDevin: Code Less, Make More

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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.

dspy

DSPy: The framework for programming—not prompting—foundation models

haystack

:mag: AI 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.

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

EffectivePyTorch

PyTorch tutorials and best practices.

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

detoxify

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.

og-search-engineering

Want to build or improve a search experience? Start here.

elastiknn

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

ir_datasets

Provides a common interface to many IR ranking datasets.

MetaRec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

Condenser

EMNLP 2021 - Pre-training architectures for dense retrieval

applyingml

📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.

ftcourse

OpenNIR

An end-to-end neural ad-hoc ranking pipeline.

COIL

NAACL2021 - COIL Contextualized Lexical Retriever

TaCL

[NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning

latex-template-arxiv-preprint

A simple LaTeX template for Technical Reports, arXiv preprints & 2-column Conference papers

ansari-backend

Ansari is a helper for you to become a better Muslim

knowledge_tracker

An all-in-one repo to track all knowledge on CS, DS and Tech stuff gained from various sources

IN4325

IN4325: MSc course Information Retrieval at TU Delft

ColBERT-PRF-VirtualAppendix