Repository Index

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

• neural-network
• search-engine
• knn-algorithm
• hnsw

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning

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​.

• search-engine
• semantic-search
• semantic-search-engine
• vector-search

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

• computer-vision
• deep-learning
• drug-discovery
• forecasting

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

• approximate-nearest-neighbor-search
• image-search
• nearest-neighbor-search
• recommender-system

A Python scikit for building and analyzing recommender systems

• recommender
• systems
• recommendation
• svd

A Python implementation of LightFM, a hybrid recommendation algorithm.

• machine-learning
• recommender
• python
• matrix-factorization

A unified, comprehensive and efficient recommendation library

• recommender-systems
• collaborative-filtering
• knowledge-graph
• ctr-prediction

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

• kann
• vector-search
• approximate-nearest-neighbor-search
• simd

Fast Python Collaborative Filtering for Implicit Feedback Datasets

• collaborative-filtering
• machine-learning
• matrix-factorization
• recommender-system

Accelerated deep learning R&D

• deep-learning
• reinforcement-learning
• machine-learning
• computer-vision

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

• tensorflow-recommenders
• tensorflow
• recommender
• recommender-system

fastFM: A Library for Factorization Machines

• machine-learning
• recommender-system
• factorization-machines
• matrix-factorization

A library of metrics for evaluating recommender systems

Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022

• coursework
• fraud-detection
• introduction-to-machine-learning
• machine-learning

A C library for product recommendations/suggestions using collaborative filtering (CF)

• collaborative-filtering
• c
• machine-learning
• recommendation-engine

Exploit black-box recommenders for algorithm selection.