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Machine Learning

670 projects

Showing 36 of 670 projects

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
Stars14.9k
Forks2.9k
Last commit
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 commit1 year 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
Stars14.6k
Forks3.0k
Last commit2 days ago
ggml
ggmlC++

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

#tensor-library#quantization#c
Stars14.5k
Forks1.6k
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
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
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
DLIB
DLIBC++

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

#machine-learning-library#deep-learning#cmake
Stars14.4k
Forks3.5k
Last commit26 days ago
awesome-bigdata
awesome-bigdata

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

#database#data-science#distributed-systems
Stars14.4k
Forks2.6k
Last commit2 months ago
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 commit8 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
Optuna
OptunaPython

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

#pytorch-integration#hyperparameter-optimization#distributed
Stars14.0k
Forks1.3k
Last commit20 hours 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
Stars13.5k
Forks1.8k
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
Stars13.5k
Forks2.6k
Last commit6 hours 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
Stars13.5k
Forks1.8k
Last commit2 days ago
Awesome Artificial Intelligence
Awesome Artificial Intelligence

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

#ai#intelligent-machines#ai-frameworks
Stars13.5k
Forks2.2k
Last commit8 months ago
Awesome artificial intelligence
Awesome artificial intelligence

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

#ai#intelligent-machines#ai-courses
Stars13.5k
Forks2.2k
Last commit8 months ago
Stable Baselines3
Stable Baselines3Python

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

#ai#gymnasium#openai-gym
Stars13.2k
Forks2.1k
Last commit5 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
Stars12.8k
Forks2.8k
Last commit2 days 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
Stars12.7k
Forks973
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
Stars12.7k
Forks3.1k
Last commit3 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
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
Stars12.5k
Forks2.0k
Last commit2 years ago
Shap-e
Shap-ePython

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

#text-to-3d#implicit-functions#blender-integration
Stars12.2k
Forks1.1k
Last commit1 year ago
Lime
LimeJavaScript

A Python library that explains predictions of any machine learning classifier using local interpretable model-agnostic explanations.

#python-library#data-science#explainable-ai
Stars12.1k
Forks1.9k
Last commit1 year 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
Stars11.9k
Forks1.5k
Last commit17 hours 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
Stars11.8k
Forks1.3k
Last commit2 days ago
Ludwig
LudwigPython

A low-code declarative framework for building custom LLMs, neural networks, and other AI models with YAML configurations.

#distributed-training#declarative-config#natural-language
Stars11.7k
Forks1.2k
Last commit17 minutes ago
Ludwig
LudwigPython

A low-code declarative framework for building custom LLMs, neural networks, and other AI models with YAML configurations.

#multi-modal-ai#model-training#natural-language
Stars11.7k
Forks1.2k
Last commit1 hour ago
cleanlab
cleanlabPython

An open-source data-centric AI library for automatically detecting and fixing data quality issues in machine learning datasets.

#data-cleaning#data-centric-ai#out-of-distribution-detection
Stars11.4k
Forks886
Last commit
Dive into Machine Learning
Dive into Machine Learning

A curated guide to learning machine learning with Python and Jupyter Notebook, featuring courses, notebooks, and practical resources.

#beginner-friendly#data-science#mlops
Stars11.4k
Forks1.9k
Last commit3 years ago
Dive into Machine Learning
Dive into Machine Learning

A curated guide to learning machine learning with Python and Jupyter Notebook, featuring hands-on tutorials, courses, and ethical considerations.

#data-science#deep-learning#mlops
Stars11.4k
Forks1.9k
Last commit3 years ago
TensorZero
TensorZeroRust

An open-source LLMOps platform unifying gateway, observability, evaluation, optimization, and experimentation for industrial-grade LLM applications.

#ai-gateway#ai#deep-learning
Stars11.3k
Forks820
Last commit6 hours ago
kornia
korniaPython

A differentiable computer vision library for PyTorch, providing geometric vision and image processing algorithms for AI workflows.

#robotics#spatial-ai#neural-network
Stars11.2k
Forks1.2k
Last commit15 hours ago
Turi Create
Turi CreateC++

A Python library for building custom machine learning models for tasks like image classification, object detection, and recommendations.

#model-training#python-library#deep-learning
Stars11.2k
Forks1.1k
Last commit2 years ago
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