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Machine Learning

1845 projects

Showing 36 of 1845 projects

dvc
dvcPython

🦉 Data Versioning and ML Experiments

#ai#developer-tools#data-science
Stars15.8k
Forks1.3k
Last commit3 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
Stars15.7k
Forks2.4k
Last commit1 day 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
Stars15.6k
Forks989
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 commit10 months ago
Awesome Artificial Intelligence
Awesome Artificial IntelligencePython

A curated list of must-use resources for AI engineering, including books, courses, papers, frameworks, and tools.

#ai#intelligent-machines#ai-frameworks
Stars15.4k
Forks2.4k
Last commit
Awesome artificial intelligence
Awesome artificial intelligencePython

A curated collection of must-use resources for AI engineering, including books, courses, papers, frameworks, and tools.

#ai#intelligent-machines#ai-courses
Stars15.4k
Forks2.4k
Last commit
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
Stars15.1k
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
Stars15.1k
Forks2.9k
Last commit
ggml
ggmlC++

A low-level tensor library for machine learning with integer quantization, automatic differentiation, and zero runtime allocations.

#tensor-library#quantization#c
Stars15.0k
Forks1.7k
Last commit7 days ago
Brain.js
Brain.jsTypeScript

GPU-accelerated neural network library for JavaScript, running in browsers and Node.js.

#browser-ml#brain#ai
Stars14.9k
Forks1.1k
Last commit1 year ago
Official tfjs models on TensorFlow.js repo
Official tfjs models on TensorFlow.js repoTypeScript

A collection of pre-trained machine learning models ported to TensorFlow.js for use directly in the browser or Node.js.

#transfer-learning#deep-learning#natural-language-processing
Stars14.8k
Forks4.4k
Last commit
imgaug
imgaugPython

A Python library for augmenting images and associated data (heatmaps, keypoints, bounding boxes) for machine learning projects.

#python-library#training-data#affine-transformation
Stars14.7k
Forks2.5k
Last commit2 years ago
Horovod
HorovodPython

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

#mpi#baidu#deep-learning
Stars14.7k
Forks2.2k
Last commit1 month ago
NLTK
NLTKPython

A comprehensive Python library for natural language processing, providing modules, datasets, and tutorials for NLP research and development.

#corpora#nltk#python-library
Stars14.7k
Forks3.0k
Last commit16 days ago
Optuna
OptunaPython

A hyperparameter optimization framework for machine learning with a define-by-run API for dynamic search spaces.

#pytorch-integration#hyperparameter-optimization#distributed
Stars14.6k
Forks1.4k
Last commit2 days ago
ChatterBot
ChatterBotPython

A machine-learning conversational dialog engine for creating chatbots in Python with language-independent training.

#dialog-engine#chatbot#conversational-ai
Stars14.5k
Forks4.4k
Last commit1 month ago
awesome-bigdata
awesome-bigdata

A curated list of awesome big data frameworks, resources, and tools across various categories.

#database#data-science#distributed-systems
Stars14.5k
Forks2.6k
Last commit2 months ago
DLIB
DLIBC++

A modern C++ toolkit for machine learning, computer vision, and data analysis applications.

#machine-learning-library#deep-learning#cmake
Stars14.4k
Forks3.4k
Last commit2 days ago
Flair embeddings from PubMed
Flair embeddings from PubMedPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#sequence-tagging#biomedical-nlp#python-library
Stars14.4k
Forks2.1k
Last commit
flair
flairPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#part-of-speech-tagging#biomedical-nlp#semantic-role-labeling
Stars14.4k
Forks2.1k
Last commit
dgl
dglPython

A Python package for deep learning on graphs, framework-agnostic and optimized for performance and scalability.

#research-tool#graph-neural-networks#distributed-training
Stars14.3k
Forks3.0k
Last commit11 months ago
Deeplearning4j
Deeplearning4jJava

A comprehensive JVM-based deep learning ecosystem for building, training, and deploying models with support for model import and distributed training.

#distributed-training#intellij#spark-integration
Stars14.2k
Forks3.8k
Last commit
GitHub repository
GitHub repositoryC++

An open-source library for rapid development of software dealing with 3D data, with support for C++ and Python.

#cpp-library#3d-visualization#python-library
Stars13.8k
Forks2.6k
Last commit1 day ago
Pandas Profiling
Pandas ProfilingPython

Generate comprehensive data quality profiles and exploratory data analysis reports for Pandas and Spark DataFrames with a single line of code.

#spark#python-library#pandas-profiling
Stars13.7k
Forks1.8k
Last commit3 months ago
YData Profiling
YData ProfilingPython

Generate comprehensive data quality profiling and exploratory data analysis reports for Pandas and Spark DataFrames with a single line of code.

#python-library#pandas-profiling#data-science
Stars13.7k
Forks1.8k
Last commit
Stable Baselines3
Stable Baselines3Python

A reliable PyTorch implementation of reinforcement learning algorithms for research and industry.

#ai#gymnasium#openai-gym
Stars13.6k
Forks2.2k
Last commit6 days ago
Nmap
NmapC

A free and open-source network discovery and security auditing tool for mapping networks and identifying services.

#vulnerability-assessment#osx#network-discovery
Stars13.2k
Forks2.9k
Last commit1 day ago
Open LLMs
Open LLMs

A curated list of open-source large language models licensed for commercial use, including models for general text and code generation.

#llm-directory#commercial-license#text-generation
Stars12.8k
Forks976
Last commit1 year ago
Fashion-MNIST
Fashion-MNISTPython

A drop-in replacement for the MNIST dataset, featuring 70,000 Zalando fashion article images for benchmarking machine learning algorithms.

#zalando#deep-learning#neural-networks
Stars12.8k
Forks3.1k
Last commit4 years ago
Minimum Viable Study Plan for Machine Learning Interviews
Minimum Viable Study Plan for Machine Learning Interviews

A comprehensive study plan and resource collection for preparing for machine learning engineering interviews at top tech companies.

#career-development#data-science#statistics
Stars12.7k
Forks2.0k
Last commit2 years ago
PredictionIO
PredictionIOScala

An open source machine learning server for developers and data scientists, supporting event collection, algorithm deployment, and REST API queries.

#event-collection#spark#hbase
Stars12.5k
Forks1.9k
Last commit5 years ago
Generative AI
Generative AI

A curated list of modern Generative AI projects, services, models, and resources across text, image, video, audio, and coding.

#generative-art#ai#developer-tools
Stars12.4k
Forks1.9k
Last commit26 days ago
Shap-e
Shap-ePython

Generate 3D objects from text descriptions or images using conditional implicit functions.

#text-to-3d#implicit-functions#blender-integration
Stars12.3k
Forks1.1k
Last commit2 years ago
Gymnasium
GymnasiumPython

A standard Python API for single-agent reinforcement learning environments with a collection of reference environments and utilities.

#research-tool#api#farama-foundation
Stars12.2k
Forks1.4k
Last commit4 days ago
cupy
cupyPython

A NumPy/SciPy-compatible array library for GPU-accelerated computing with Python, supporting NVIDIA CUDA and AMD ROCm.

#cuda#scientific-computing#high-performance-computing
Stars12.2k
Forks1.1k
Last commit23 hours ago
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