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Machine Learning

1845 projects

Showing 36 of 1845 projects

MMdnn
MMdnnPython

A comprehensive toolset for converting, visualizing, and managing deep learning models across multiple frameworks like TensorFlow, PyTorch, and Caffe.

#cntk#neural-network#framework-interoperability
Stars5.8k
Forks959
Last commit11 months ago
Curated list of Python tutorials for Data Science, NLP and Machine Learning
Curated list of Python tutorials for Data Science, NLP and Machine LearningPython

A curated collection of Python tutorials and resources for data science, machine learning, and natural language processing.

#python-tutorials#educational-resources#data-science
Stars5.8k
Forks1.5k
Last commit
shimmy
shimmyRust

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

#safetensors#privacy-first#api-server
Stars5.7k
Forks547
Last commit1 day ago
Sentence Classification with CNN
Sentence Classification with CNNPython

A TensorFlow implementation of a convolutional neural network for sentence classification based on Yoon Kim's paper.

#text-classification#deep-learning#natural-language-processing
Stars5.7k
Forks2.7k
Last commit
mlpack
mlpackC++

A fast, header-only C++ machine learning library with bindings for Python, R, Julia, and Go.

#hacktoberfest#scientific-computing#machine-learning-library
Stars5.7k
Forks1.7k
Last commit1 day ago
More TensorFlow tutorials
More TensorFlow tutorialsJupyter Notebook

A collection of TensorFlow tutorials covering basics to advanced neural network architectures with Python code and notebooks.

#python-tutorials#autoencoders#educational-resources
Stars5.7k
Forks1.2k
Last commit
fawkes
fawkesPython

A privacy protection tool that adds imperceptible pixel-level changes to photos to prevent unauthorized facial recognition.

#privacy-protection#image-processing#academic-research
Stars5.6k
Forks507
Last commit3 years ago
keras-rl
keras-rlPython

A Python library implementing state-of-the-art deep reinforcement learning algorithms with seamless Keras integration.

#openai-gym#neural-networks#ddpg
Stars5.5k
Forks1.3k
Last commit2 years ago
leaf
leafRust

An open-source machine learning framework for building classical, deep, or hybrid ML applications with a focus on performance and portability.

#cuda#opencl#deep-learning
Stars5.5k
Forks268
Last commit2 years ago
Neural Style
Neural StylePython

A TensorFlow implementation of neural style transfer that transforms images by applying artistic styles from one image to another.

#neural-style-transfer#deep-learning#python
Stars5.5k
Forks1.5k
Last commit3 months ago
zenml
zenmlPython

An open-source MLOps platform for building, orchestrating, and deploying production AI pipelines and agents.

#pipelines#ai-pipelines#data-science
Stars5.5k
Forks640
Last commit1 day ago
rust
rustRust

Rust language bindings for TensorFlow, providing idiomatic access to machine learning capabilities.

#deep-learning#neural-networks#gpu-computing
Stars5.5k
Forks434
Last commit1 year ago
flashlight
flashlightC++

A fast, flexible C++ standalone library for machine learning with high-performance defaults and total internal modifiability.

#high-performance-computing#neural-network#arrayfire
Stars5.5k
Forks501
Last commit1 month ago
flashlight
flashlightC++

A fast, flexible C++ standalone library for machine learning with high-performance defaults and total internal modifiability.

#high-performance-computing#neural-network#arrayfire
Stars5.5k
Forks501
Last commit
tch-rs
tch-rsRust

Rust bindings for the C++ API of PyTorch, providing thin wrappers around libtorch.

#neural-network#deep-learning#bindings
Stars5.5k
Forks443
Last commit7 days ago
Awesome Domain Adaptation
Awesome Domain Adaptation

A curated collection of papers, code, and resources for domain adaptation in machine learning.

#transfer-learning#zero-shot-learning#image-translation
Stars5.5k
Forks882
Last commit7 months ago
Wavenet
WavenetPython

A TensorFlow implementation of DeepMind's WaveNet neural network for generating raw audio waveforms.

#neural-network#deep-learning#generative-model
Stars5.4k
Forks1.3k
Last commit3 years ago
VMAF
VMAFC

An Emmy-winning perceptual video quality assessment algorithm that fuses multiple metrics to predict human visual quality.

#c-library#python-library#media-optimization
Stars5.4k
Forks824
Last commit4 days ago
Graph Nets
Graph NetsPython

DeepMind's library for building graph networks in TensorFlow and Sonnet, enabling graph-structured data processing with neural networks.

#graph-structured-data#graph-neural-networks#graph-processing
Stars5.4k
Forks776
Last commit
SuperDuperDB
SuperDuperDBPython

An end-to-end framework for building custom AI applications and agents directly integrated with databases.

#ai#database#ai-framework
Stars5.3k
Forks544
Last commit10 months ago
machine-learning-book
machine-learning-bookJupyter Notebook

Code repository for the 'Machine Learning with PyTorch and Scikit-Learn' book, providing practical examples and notebooks.

#code-examples#data-science#deep-learning
Stars5.3k
Forks1.8k
Last commit1 month ago
cuML
cuMLPython

A suite of GPU-accelerated machine learning algorithms with scikit-learn compatible APIs for 10-50x faster performance on large datasets.

#cuda#data-science#nvidia
Stars5.2k
Forks645
Last commit1 day ago
Microsoft ML for Apache Spark
Microsoft ML for Apache SparkScala

An open-source library for building massively scalable machine learning pipelines on Apache Spark.

#apache-spark#microsoft#spark
Stars5.2k
Forks863
Last commit18 days ago
SQLFlow
SQLFlowGo

A compiler that extends SQL with AI capabilities to train, predict, and evaluate machine learning models directly from SQL statements.

#ai#argo-workflows#sql-ai
Stars5.2k
Forks704
Last commit2 years ago
Emulation of Nintendo Game Boy
Emulation of Nintendo Game BoyPython

A high-performance Game Boy emulator written in Python, designed for AI training, game automation, and classic gameplay.

#cython#game-automation#gameboy-emulator-library
Stars5.2k
Forks535
Last commit1 month ago
MLxtend
MLxtendPython

A Python library providing extensions and utilities for data science and machine learning tasks.

#ensemble-learning#scientific-computing#feature-selection
Stars5.2k
Forks912
Last commit4 days ago
Augmentor
AugmentorPython

A Python library for image augmentation in machine learning, offering a stochastic pipeline approach with fine-grained control over operations.

#pytorch-integration#python-library#image-augmentation
Stars5.1k
Forks873
Last commit2 years ago
Have Fun With Machine Learning
Have Fun With Machine LearningPython

A hands-on beginner's guide to machine learning and image classification using Caffe and DIGITS with neural networks.

#transfer-learning#neural-network#deep-learning
Stars5.1k
Forks531
Last commit
LightFM
LightFMPython

A Python library implementing hybrid recommendation algorithms with metadata support for both implicit and explicit feedback.

#warp#recommender-system#python-library
Stars5.1k
Forks726
Last commit2 years ago
Awesome GAN applications
Awesome GAN applications

A curated list of awesome Generative Adversarial Network (GAN) applications and demonstrations across various domains.

#deep-learning#papers#demonstration
Stars5.1k
Forks814
Last commit1 month ago
Graph Based Deep Learning Literature
Graph Based Deep Learning LiteratureJupyter Notebook

A curated collection of links to conference publications, surveys, and software in graph-based deep learning.

#graph-neural-networks#literature-review#graph
Stars5.1k
Forks781
Last commit
LLM Engineer Handbook
LLM Engineer Handbook

A curated collection of resources for building, training, serving, and optimizing production-grade Large Language Model applications.

#llmops#fine-tuning#prompt-engineering
Stars5.0k
Forks707
Last commit11 months ago
keras-js
keras-jsJavaScript

Run trained Keras models directly in the browser with GPU acceleration via WebGL.

#deep-learning#neural-networks#keras
Stars5.0k
Forks492
Last commit4 years 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
Stars4.9k
Forks306
Last commit3 days ago
ArrayFire
ArrayFireC++

A general-purpose tensor library for parallel computing across CPUs, GPUs, and hardware accelerators.

#oneapi#cuda#scientific-computing
Stars4.9k
Forks555
Last commit4 months ago
statsforecast
statsforecastPython

A Python library for lightning-fast univariate time series forecasting with optimized statistical and econometric models.

#statistical-models#python-library#baselines
Stars4.8k
Forks374
Last commit3 days ago
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