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Machine Learning

670 projects

Showing 36 of 601 projects

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 commit2 years 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
Stars5.4k
Forks883
Last commit4 months 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
zenml
zenmlPython

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

#pipelines#ai-pipelines#data-science
Stars5.4k
Forks607
Last commit19 hours ago
tch-rs
tch-rsRust

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

#neural-network#deep-learning#bindings
Stars5.4k
Forks420
Last commit28 days 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
Stars5.3k
Forks819
Last commit1 day ago
SuperDuperDB
SuperDuperDBPython

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

#ai#database#ai-framework
Stars5.3k
Forks536
Last commit7 months 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
Forks859
Last commit1 day 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
Forks705
Last commit2 years ago
cuML
cuMLC++

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
Forks622
Last commit19 hours 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
Forks875
Last commit2 years ago
MLxtend
MLxtendPython

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

#ensemble-learning#scientific-computing#feature-selection
Stars5.1k
Forks902
Last commit2 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
Stars5.1k
Forks1.8k
Last commit3 months 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
Stars5.1k
Forks527
Last commit1 month 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
Forks535
Last commit
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
Forks818
Last commit2 years ago
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
Forks727
Last commit1 year 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
Forks784
Last commit
keras-js
keras-jsJavaScript

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

#deep-learning#neural-networks#keras
Stars5.0k
Forks493
Last commit3 years ago
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
Stars4.9k
Forks689
Last commit8 months ago
ArrayFire
ArrayFireC++

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

#oneapi#cuda#scientific-computing
Stars4.9k
Forks548
Last commit1 month ago
aerosolve
aerosolveScala

A machine learning library designed for human interpretability, featuring debuggable models and a feature transform language.

#sparse-features#debuggable-models#java
Stars4.8k
Forks565
Last commit5 months ago
Awesome graph classification
Awesome graph classificationPython

A curated collection of graph classification papers with implementations covering embeddings, deep learning, kernels, and factorization.

#graph-neural-networks#graph2vec#research-papers
Stars4.8k
Forks728
Last commit
djl
djlJava

An engine-agnostic deep learning framework for Java developers, providing a high-level API for model training and inference.

#ai#neural-network#model-training
Stars4.8k
Forks744
Last commit9 days ago
Awesome Graph Embedding
Awesome Graph EmbeddingPython

A curated collection of graph classification papers with reference implementations covering embedding, deep learning, kernels, and factorization.

#graph-neural-networks#graph2vec#research-papers
Stars4.8k
Forks728
Last commit
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
Forks367
Last commit2 days ago
OpenAI-Java
OpenAI-JavaJava

A Java client library for OpenAI's GPT APIs, including GPT-3, ChatGPT, and GPT-4.

#gpt-3#java-client#openai
Stars4.8k
Forks1.2k
Last commit1 year ago
ignite
ignitePython

A high-level library for training and evaluating neural networks in PyTorch with a flexible engine and event system.

#distributed-training#hacktoberfest#neural-network
Stars4.8k
Forks696
Last commit8 days ago
Seldon Core
Seldon CoreGo

An MLOps framework to package, deploy, monitor, and manage thousands of production machine learning models on Kubernetes.

#deployment#aiops#ai-pipelines
Stars4.7k
Forks862
Last commit1 month ago
lucid
lucidJupyter Notebook

A collection of infrastructure and tools for research in neural network interpretability and visualization.

#distill-pub#deep-learning#interpretability
Stars4.7k
Forks651
Last commit3 years ago
Whisper JAX
Whisper JAXJupyter Notebook

A JAX implementation of OpenAI's Whisper model offering up to 70x faster transcription on TPUs.

#parallel-computing#jax#deep-learning
Stars4.7k
Forks414
Last commit2 years ago
Scalable sentiment analysis
Scalable sentiment analysisPowerShell

A collection of samples demonstrating how to use ML.NET for various machine learning tasks in .NET applications.

#model-training#automl#csharp
Stars4.7k
Forks2.7k
Last commit1 year ago
SwiftOCR
SwiftOCRSwift

Fast and simple OCR library for iOS/macOS using neural networks, optimized for short alphanumeric codes.

#ocr-library#ios#neural-network
Stars4.6k
Forks478
Last commit5 years ago
SwiftOCR
SwiftOCRSwift

A fast and simple OCR library written in Swift, optimized for recognizing short alphanumeric codes like gift cards.

#ocr-library#ios#neural-network
Stars4.6k
Forks478
Last commit5 years ago
Visual-Insights
Visual-InsightsTypeScript

An open-source augmented analytics platform that automates exploratory data analysis and visualization with AI-powered insights.

#automated-insights#augmented-analytics#datamining
Stars4.6k
Forks382
Last commit
linfa
linfaRust

A comprehensive Rust machine learning framework focused on preprocessing and classical algorithms, akin to scikit-learn.

#scientific-computing#scikit-learn-alternative#statistical computing
Stars4.6k
Forks322
Last commit7 days ago
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