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Machine Learning

1479 projects

Showing 36 of 1430 projects

Sentence Transformers
Sentence TransformersPython

A Python framework for computing and training state-of-the-art text embeddings, rerankers, and sparse encoders.

#semantic-search#information-retrieval#python-library
Stars18.8k
Forks2.8k
Last commit
Awesome NLP
Awesome NLP

A curated list of resources dedicated to Natural Language Processing (NLP), including libraries, datasets, tutorials, and research.

#ai#nlp-resources#text-analysis
Stars18.7k
Forks2.8k
Last commit1 day ago
OpenAI Evals
OpenAI EvalsPython

A framework and open-source registry for evaluating large language models (LLMs) and LLM systems.

#model-assessment#ai-testing#prompt-engineering
Stars18.6k
Forks3.0k
Last commit1 month ago
TRL
TRLPython

A comprehensive library for post-training foundation models using reinforcement learning and fine-tuning techniques.

#parameter-efficient-finetuning#dpo#sft
Stars18.6k
Forks2.8k
Last commit1 day ago
lightgbm
lightgbmC++

A fast, distributed gradient boosting framework based on decision tree algorithms for ranking, classification, and other ML tasks.

#microsoft#distributed#high-performance
Stars18.4k
Forks4.0k
Last commit2 days ago
LightGBM
LightGBMC++

A fast, distributed gradient boosting framework based on decision tree algorithms for ranking, classification, and other machine learning tasks.

#microsoft#distributed#high-performance
Stars18.4k
Forks4.0k
Last commit2 days ago
DocsGPT
DocsGPTPython

Open-source AI platform for building private agents, assistants, and enterprise search with document analysis and multi-model support.

#ai#information-retrieval#multi-model-support
Stars17.9k
Forks2.1k
Last commit2 days ago
awesome-Machine Learning & Deep Learning Tutorials
awesome-Machine Learning & Deep Learning Tutorials

A topic-wise curated list of machine learning and deep learning tutorials, articles, and resources for developers and data scientists.

#neural-network#educational-resources#data-science
Stars17.9k
Forks4.0k
Last commit2 years ago
Machine-Learning-Tutorials
Machine-Learning-Tutorials

A curated collection of tutorials, articles, and resources for learning machine learning and deep learning topics.

#neural-network#educational-resources#data-science
Stars17.9k
Forks4.0k
Last commit2 years ago
face-api.js
face-api.jsTypeScript

A JavaScript API for face detection, recognition, and analysis in the browser and Node.js using TensorFlow.js.

#js#tensorflowjs#facial-landmarks
Stars17.9k
Forks3.9k
Last commit2 years ago
torchvision
torchvisionPython

A PyTorch library providing datasets, model architectures, and image transformations for computer vision tasks.

#transfer-learning#image-augmentation#deep-learning
Stars17.7k
Forks7.2k
Last commit1 day ago
Neural Networks and Deep Learning
Neural Networks and Deep LearningPython

Code samples and implementations from the book 'Neural Networks and Deep Learning' for educational purposes.

#code-samples#deep-learning#python-2
Stars17.7k
Forks7.1k
Last commit
CNTK - Microsoft Cognitive Toolkit
CNTK - Microsoft Cognitive ToolkitC++

A unified deep learning toolkit for describing neural networks as computational graphs, supporting feed-forward DNNs, CNNs, and RNNs/LSTMs.

#cntk#cognitive-toolkit#cuda
Stars17.6k
Forks4.2k
Last commit3 years ago
nvidia-docker
nvidia-docker

A deprecated wrapper that enabled Docker containers to access NVIDIA GPU resources.

#nvidia-docker#cuda#container-runtime
Stars17.6k
Forks2.1k
Last commit2 years ago
Awesome TensorFlow List
Awesome TensorFlow List

A curated list of awesome TensorFlow experiments, libraries, projects, tutorials, and resources.

#deep-learning#model-repository#neural-networks
Stars17.5k
Forks3.0k
Last commit3 months ago
TensorFlow
TensorFlow

A curated list of awesome TensorFlow experiments, libraries, projects, tutorials, and resources.

#developer-tools#research-papers#deep-learning
Stars17.5k
Forks3.0k
Last commit3 months ago
abu
abuPython

An open-source Python quantitative trading system supporting stocks, options, futures, and cryptocurrencies with integrated machine learning.

#technical-analysis#backtesting#matplotlib
Stars17.4k
Forks4.6k
Last commit4 months ago
Gemini CLI cookbook
Gemini CLI cookbookJupyter Notebook

A collection of hands-on tutorials and practical examples for using Google's Gemini API across text, image, video, audio, and robotics applications.

#google-ai#colab-notebooks#gemini
Stars17.4k
Forks2.7k
Last commit
AI/ML YouTube Courses
AI/ML YouTube Courses

A curated index of the latest and best machine learning and AI courses available on YouTube, organized by topic.

#ai#data-science#education
Stars17.2k
Forks2.1k
Last commit2 years ago
New Grad Applications
New Grad Applications

A community-maintained list of entry-level software engineering, product management, quant, and tech jobs for new graduates.

#hacktoberfest#posting#fulltime
Stars17.1k
Forks1.3k
Last commit18 hours ago
Argo Workflows (k)
Argo Workflows (k)Go

An open source container-native workflow engine for orchestrating parallel jobs on Kubernetes.

#hacktoberfest#argo-workflows#airflow
Stars16.7k
Forks3.6k
Last commit1 day ago
gensim
gensimPython

A Python library for topic modeling, document indexing, and similarity retrieval with large corpora.

#word2vec#information-retrieval#python-library
Stars16.4k
Forks4.4k
Last commit7 months ago
gensim
gensimPython

A Python library for topic modeling, document indexing, and similarity retrieval with large text corpora.

#word2vec#information-retrieval#python-library
Stars16.4k
Forks4.4k
Last commit7 months ago
numpy-ML
numpy-MLPython

A comprehensive collection of machine learning algorithms implemented exclusively in NumPy for educational purposes and prototyping.

#algorithm-implementation#educational#resnet
Stars16.3k
Forks3.8k
Last commit2 years ago
Weaviate
WeaviateGo

An open-source, cloud-native vector database that combines semantic search with structured filtering for AI applications.

#semantic-search#ai#approximate-nearest-neighbor-search
Stars16.3k
Forks1.3k
Last commit1 day ago
cvat
cvatPython

An industry-leading open-source data engine for interactive video and image annotation to power machine learning.

#labeling-tool#image-labeling#annotation
Stars16.0k
Forks3.7k
Last commit1 day ago
Lectures
Lectures

Lecture materials and slides for the University of Oxford's 2017 advanced course on Deep Natural Language Processing.

#academic-course#deep-learning#neural-networks
Stars15.9k
Forks3.6k
Last commit2 years ago
Kubeflow
Kubeflow

A composable, modular, and scalable machine learning toolkit for building AI platforms on Kubernetes.

#distributed-training#hyperparameter-tuning#notebook
Stars15.7k
Forks2.7k
Last commit13 days ago
memvid
memvidRust

A single-file memory layer for AI agents, replacing complex RAG pipelines with serverless, instant retrieval and long-term memory.

#ai#serverless#embedded
Stars15.6k
Forks1.3k
Last commit10 days ago
MNN
MNNC++

A blazing-fast, lightweight deep learning inference engine from Alibaba, optimized for on-device LLMs and Edge AI.

#vulkan#winograd-algorithm#neural-network
Stars15.4k
Forks2.3k
Last commit1 day ago
Kaldi
KaldiShell

A comprehensive open-source toolkit for speech recognition research and development.

#cuda#research-toolkit#speaker-id
Stars15.4k
Forks5.4k
Last commit8 months ago
FinRL
FinRLJupyter Notebook

An open-source framework for applying deep reinforcement learning to quantitative finance, featuring a train-test-trade pipeline for stock and crypto trading.

#pythorch#backtesting#algorithmic-trading
Stars15.4k
Forks3.4k
Last commit11 days ago
burn
burnRust

A Rust-based deep learning framework and tensor library optimized for flexibility, efficiency, and cross-platform portability.

#scientific-computing#tensor-library#webassembly
Stars15.3k
Forks930
Last commit1 day ago
albumentations - A fast and framework agnostic image augmentation library
albumentations - A fast and framework agnostic image augmentation libraryPython

A fast and flexible Python library for image augmentation in computer vision tasks like classification, segmentation, and object detection.

#fast-augmentations#python-library#image-augmentation
Stars15.3k
Forks1.7k
Last commit
Adversarial Robustness
Adversarial RobustnessJupyter Notebook

A collection of implementations and illustrative code accompanying DeepMind's published research papers across AI and machine learning.

#scientific-computing#deep-learning#open-science
Stars15.0k
Forks2.9k
Last commit
Bootstrap Your Own Latent
Bootstrap Your Own LatentJupyter Notebook

A collection of implementations and illustrative code accompanying DeepMind's published research papers across AI and scientific domains.

#scientific-computing#deep-learning#open-science
Stars15.0k
Forks2.9k
Last commit
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