knn

Machine learning, in numpy

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

Postgres with GPUs for ML/AI apps.

Easily compute clip embeddings and build a clip retrieval system with them

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT

Scripts and Approach for Amazon ML Challenge

NeuronDB PostgreSQL extension: vector similarity search (HNSW, IVFFlat), embeddings, kNN, ML in SQL, and hybrid full-text + vector retrieval.

A python library for efficient KNN search within metric spaces using multiple distance functions.

🏠 An AI real estate app featuring secure auth, conversation management, & personalized property recommendations. Powered by Agentic AI, RAG (w/ Pinecone), GraphRAG (w/ Neo4j), MCP, kNN, K‑Means Clustering, CoT, LangGraph, and a Mixture‑of‑Experts ensemble to deliver accurate, effective, and scalable AI insights. Also features a VS Code extension!

Scalable Embedded Vector Index for Go and Rust

The blazingly fast in-memory vector database 🚀

[CCL 2023] Revisiting k-NN for Fine-tuning Pre-trained Language Models