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Machine Learning

670 projects

Showing 36 of 601 projects

datascience
datascience

A curated collection of Python libraries, tutorials, and tools for data science, from data wrangling to machine learning and visualization.

#data-science#statistics#deep-learning
Stars4.6k
Forks708
Last commit20 days ago
jetson-containers
jetson-containersJupyter Notebook

A modular container build system providing the latest AI/ML packages for NVIDIA Jetson and JetPack-L4T.

#robotics#cuda#ros-containers
Stars4.6k
Forks823
Last commit3 days ago
Accord
AccordC#

A comprehensive .NET framework for machine learning, computer vision, statistics, and scientific computing.

#unity3d#scientific-computing#nuget
Stars4.5k
Forks2.0k
Last commit5 years ago
Dedupe
DedupePython

A Python library using machine learning for accurate and scalable fuzzy matching, record deduplication, and entity resolution on structured data.

#data-cleaning#de duplicating#python-library
Stars4.5k
Forks569
Last commit8 months ago
TensorFlow Book
TensorFlow BookJupyter Notebook

Official code repository for the 'Machine Learning with TensorFlow' book with practical examples.

#code-examples#autoencoder#data-science
Stars4.4k
Forks1.2k
Last commit3 years ago
Oryx
OryxJupyter Notebook

A library for probabilistic reasoning and statistical analysis integrated with TensorFlow and JAX.

#statistical-analysis#variational-inference#jax
Stars4.4k
Forks1.1k
Last commit7 days ago
yellowbrick
yellowbrickPython

A suite of visual diagnostic tools that extend scikit-learn to steer machine learning model selection through visualizations.

#feature-analysis#estimator#python-library
Stars4.4k
Forks569
Last commit1 year ago
RecBole
RecBolePython

A unified, comprehensive, and efficient Python/PyTorch library for reproducing and developing recommendation algorithms.

#graph-neural-networks#knowledge-graphs#deep-learning
Stars4.4k
Forks740
Last commit1 year ago
DSSTNE - Amazon's library for building Deep Learning models
DSSTNE - Amazon's library for building Deep Learning modelsC++

An open-source library for training and deploying deep learning recommendation models with sparse data at scale using multi-GPU support.

#multi-gpu#sparse-data#deep-learning
Stars4.4k
Forks727
Last commit
Open Images dataset
Open Images datasetPython

A large-scale dataset of images with object segmentation, bounding boxes, and visual relationship annotations.

#training-data#visual-relationships#image-segmentation
Stars4.4k
Forks606
Last commit4 years ago
gpustat
gpustatPython

A command-line utility for querying and monitoring NVIDIA GPU status with a human-readable output.

#devops#gpustat#nvidia
Stars4.4k
Forks285
Last commit1 year ago
Hugging Face Diffusion Models Course
Hugging Face Diffusion Models CourseJupyter Notebook

A free course teaching diffusion models theory and hands-on implementation using Hugging Face's Diffusers library.

#deep-learning#diffusion-models#generative-ai
Stars4.3k
Forks491
Last commit
Malmo
MalmoJava

An AI experimentation platform built on Minecraft for training and researching intelligent agents in complex 3D environments.

#multi-agent-systems#simulation-platform#experimentation-toolkit
Stars4.3k
Forks609
Last commit7 months ago
pattern_classification
pattern_classificationJupyter Notebook

A comprehensive collection of tutorials, examples, and resources for understanding and solving machine learning and pattern classification problems.

#educational-resources#data-science#machine-learning-algorithms
Stars4.2k
Forks1.3k
Last commit
Nvidia DIGITS - a web app based on Caffe
Nvidia DIGITS - a web app based on CaffeHTML

A web application for training deep learning models with a focus on computer vision tasks.

#model-training#deep-learning#caffe
Stars4.2k
Forks1.4k
Last commit1 year ago
CML
CMLJavaScript

An open-source CLI tool for implementing CI/CD workflows with a focus on MLOps, automating ML experiments and reporting.

#developer-tools#devops#cicd
Stars4.2k
Forks344
Last commit10 months ago
spark-nlp
spark-nlpScala

A state-of-the-art Natural Language Processing library built on Apache Spark, offering 100,000+ pretrained models and pipelines in 200+ languages.

#apache-spark#spark#transformer-models
Stars4.1k
Forks741
Last commit4 days ago
Data Science Specialization
Data Science SpecializationHTML

Course materials for the Johns Hopkins Data Science Specialization on Coursera.

#coursera#data-science#statistics
Stars4.1k
Forks31.0k
Last commit5 years ago
"most important thing in data science is the question"
"most important thing in data science is the question"HTML

Course materials for the Johns Hopkins Data Science Specialization on Coursera.

#coursera#data-science#statistics
Stars4.1k
Forks31.0k
Last commit5 years ago
zvt
zvtPython

A modular quantitative finance framework for data collection, analysis, strategy backtesting, and machine learning across multiple markets.

#trading-platform#technical-analysis#factor-investing
Stars4.1k
Forks983
Last commit10 days ago
Warp-CTC
Warp-CTCCuda

A fast parallel implementation of the Connectionist Temporal Classification (CTC) loss function for CPU and GPU.

#cuda#parallel-computing#torch-binding
Stars4.1k
Forks1.0k
Last commit2 years ago
[Web]
[Web]Python

Original implementation and hyperparameters for the 2014 paper "Generative Adversarial Networks" (GANs).

#deep-learning#generative-models#research-code
Stars4.1k
Forks1.1k
Last commit5 years ago
neuralforecast
neuralforecastPython

A Python library offering scalable and user-friendly implementations of state-of-the-art neural forecasting models.

#transformer#nbeatsx#neural-network
Stars4.1k
Forks486
Last commit1 day ago
USearch
USearchC++

A fast, single-file similarity search and clustering engine for vectors and arbitrary objects with multi-language bindings.

#search#multi-language#database
Stars4.1k
Forks311
Last commit4 days ago
agenta
agentaTypeScript

An open-source LLMOps platform for prompt management, evaluation, and observability to build reliable LLM applications faster.

#production-ml#llmops#prompt-engineering
Stars4.0k
Forks511
Last commit1 day ago
Evolutionary Scale Modeling (ESM)
Evolutionary Scale Modeling (ESM)Python

A collection of transformer protein language models for predicting structure, function, and designing proteins from sequences.

#transformer#metagenomics#protein-structure-prediction
Stars4.0k
Forks787
Last commit
shimmy
shimmyRust

A lightweight, single-binary Rust inference server providing 100% OpenAI-API compatible endpoints for local GGUF models.

#safetensors#privacy-first#lora
Stars4.0k
Forks348
Last commit28 days ago
Awesome Machine Learning Interpretability
Awesome Machine Learning Interpretability

A curated list of practical resources for responsible machine learning, covering interpretability, governance, safety, and ethics.

#ai-safety#xai#model-auditing
Stars4.0k
Forks626
Last commit1 month ago
deepchecks
deepchecksPython

An open-source solution for continuous validation of machine learning models and data, from research to production.

#data-testing#ml-validation#python-library
Stars4.0k
Forks293
Last commit3 months ago
oneDNN
oneDNNC++

An open-source cross-platform performance library of basic building blocks for deep learning applications, optimized for CPUs and GPUs.

#oneapi#neural-network#jit-compilation
Stars4.0k
Forks1.1k
Last commit22 hours ago
self-driving-car-sim
self-driving-car-simC#

A Unity-based simulator for training self-driving car models using deep learning.

#robotics#simulation#education
Stars4.0k
Forks1.5k
Last commit4 years ago
Acme
AcmePython

A research framework for reinforcement learning providing modular building blocks and reference agent implementations.

#distributed-rl#jax#python-library
Stars4.0k
Forks533
Last commit15 days ago
koharu
koharuRust

A local-first, ML-powered desktop application for translating manga, built in Rust with automated text detection, OCR, inpainting, and LLM translation.

#manga#desktop-app#inpainting
Stars4.0k
Forks205
Last commit23 hours ago
Hunting ELK (HELK)
Hunting ELK (HELK)Jupyter Notebook

An open-source threat hunting platform with advanced analytics capabilities built on ELK stack, Apache Spark, and Jupyter notebooks.

#apache-spark#elk-stack#security-analytics
Stars3.9k
Forks693
Last commit1 year ago
awesome-satellite-imagery-datasets
awesome-satellite-imagery-datasets

A curated list of satellite and aerial imagery datasets with annotations for computer vision and deep learning tasks.

#annotation#instance-segmentation#aerial-imagery
Stars3.9k
Forks662
Last commit3 years ago
Teachable Machine
Teachable MachineJavaScript

A browser-based tool that lets anyone create machine learning models without writing code, using TensorFlow.js.

#no-code#teachable-machine#education
Stars3.9k
Forks604
Last commit
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