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qdrant/qdrant

Vector database for AI applications

29.3K
Active
Rust
Vector Databases
RAG & Vector
#vector-database#ai-search#embeddings-similarity

d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

weaviate/weaviate

Weaviate is an open-source vector database that combines vector search with structured filtering and scalability.

15.7K
Active
Go
Vector Databases
#vector-search#semantic-search#similarity-search

NVIDIA/DeepLearningExamples

A collection of state-of-the-art deep learning scripts for various AI/ML tasks, easily trainable and deployable.

14.7K
Archived
Jupyter Notebook
ML Ops
PyTorch
#deep-learning#computer-vision#natural-language-processing

gorse-io/gorse

An open-source recommender system engine that supports multimodal content via embedding for AI-focused developers.

9.4K
Active
Go
Recommender System
#recommender-system#collaborative-filtering#knn

lancedb/lancedb

Open-source embedded retrieval library for building multimodal AI search and recommendation systems.

9.3K
Active
Rust
Similarity Search
Vector Databases
Rust
#approximate-nearest-neighbor-search#image-search#semantic-search

datawhalechina/fun-rec

An educational tutorial on recommendation systems built with Python, including algorithms and use cases.

6.8K
Active
Python
Recommendation Algorithms
Tutorials & Courses
Python
#recommendation-systems#machine-learning#tensorflow

hongleizhang/RSPapers

A curated list of must-read papers on recommender systems, covering collaborative filtering, deep learning, and more.

6.5K
Archived
Recommender System
#recommender-system#collaborative-filtering#deep-learning

wzhe06/Ad-papers

Collection of research papers on computational advertising techniques like CTR prediction and recommender systems.

4.4K
Archived
Python
ML Ops
API Frameworks
Python
#advertising#computational-advertising#ctr-prediction

RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library for building recommendation systems.

4.3K
Experimental
Python
Recommendation System
API Frameworks
PyTorch
#collaborative-filtering#ctr-prediction#deep-learning

unum-cloud/USearch

Open-source C++ library for fast, approximate nearest-neighbor search and clustering of vectors and objects

3.9K
Active
C++
Vector Search
Search-as-a-Service
#approximate-nearest-neighbor#clustering#vector-search

cbamls/AI_Tutorial

A curated collection of AI and machine learning learning resources and tutorials for vibe coders

3.6K
Archived
Machine Learning Tutorials
Tutorials & Courses
#artificial-intelligence#machine-learning#deep-learning

alibaba/Alink

Alink is a machine learning algorithm platform built on Apache Flink, developed by Alibaba's PAI team.

3.6K
Archived
Java
ML Ops
Databases
#machine-learning#flink#data-mining

PaddlePaddle/awesome-DeepLearning

A comprehensive collection of deep learning resources including courses, case studies, and interview questions.

3.6K
Archived
Jupyter Notebook
LLM Frameworks
Computer Vision
#deep-learning#machine-learning#computer-vision

wzhe06/Reco-papers

A collection of classic papers and resources on recommendation systems and machine learning

3.5K
Stable
Python
Recommendation
API Frameworks
Python
#machine-learning#deep-learning#recommender-system

catalyst-team/catalyst

Catalyst is an accelerated deep learning R&D library for Python that supports a variety of AI and machine learning use cases.

3.4K
Experimental
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#nlp

rguo12/awesome-causality-algorithms

An index of algorithms for learning causality with data, useful for vibe coders working on AI-powered applications.

3.2K
Archived
ML Ops
API Frameworks
#causality#causal-inference#recommender-system

eugeneyan/ml-surveys

A curated collection of survey papers summarizing advances in deep learning, NLP, CV, and other ML domains.

2.9K
Archived
Survey
#machine-learning#deep-learning#natural-language-processing

robi56/Deep-Learning-for-Recommendation-Systems

This repository contains deep learning-based articles, papers, and repositories for recommendation systems.

2.9K
Archived
Recommender System
Databases
Python
#collaborative-filtering#deep-learning#recommender-system

tensorflow/ranking

A TensorFlow library for learning to rank and build recommender systems using machine learning.

2.8K
Archived
Python
Learning-to-Rank
API Frameworks
TensorFlow
#deep-learning#information-retrieval#ranking

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