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Machine Learning

670 projects

Showing 36 of 670 projects

tensorpack
tensorpackPython

A high-performance neural network training interface for TensorFlow focused on speed, flexibility, and reproducible research.

#multi-gpu#deep-learning#neural-networks
Stars6.3k
Forks1.8k
Last commit2 years ago
tensorpack
tensorpackPython

A high-performance neural network training interface for TensorFlow, optimized for speed and research flexibility.

#neural-network-training#deep-learning#neural-networks
Stars6.3k
Forks1.8k
Last commit2 years ago
pyAudioAnalysis
pyAudioAnalysisPython

A Python library for audio feature extraction, classification, segmentation, and machine learning applications.

#audio-analysis#python-library#signal-processing
Stars6.2k
Forks1.2k
Last commit8 months ago
awesome-rnn: list of resources (GitHub Repo)
awesome-rnn: list of resources (GitHub Repo)

A curated list of resources dedicated to recurrent neural networks (RNNs) and deep learning.

#research-papers#deep-learning#neural-networks
Stars6.2k
Forks1.4k
Last commit4 years ago
Pattern Recognition and Machine Learning
Pattern Recognition and Machine LearningMATLAB

Matlab implementation of machine learning algorithms from Bishop's Pattern Recognition and Machine Learning textbook.

#algorithm-implementation#educational#machine-learning-algorithms
Stars6.2k
Forks2.1k
Last commit
TensorTrade
TensorTradePython

An open-source Python framework for building, training, and evaluating reinforcement learning agents for algorithmic trading.

#openai-gym#backtesting#algorithmic-trading
Stars6.2k
Forks1.2k
Last commit2 months ago
Useful Java Links
Useful Java LinksJava

A curated collection of useful Java frameworks, libraries, software, and hello world examples with license and GitHub star info.

#lists#developer-tools#open-source
Stars6.2k
Forks1.2k
Last commit1 month ago
YOLO TensorFlow ++
YOLO TensorFlow ++Python

A TensorFlow implementation of YOLO for real-time object detection, supporting weight conversion, training, and mobile deployment.

#graph#deep-learning#darknet-port
Stars6.1k
Forks2.0k
Last commit2 years ago
Swift for Tensorflow
Swift for TensorflowJupyter Notebook

An archived experiment integrating TensorFlow's machine learning capabilities directly into the Swift programming language with first-class differentiable programming.

#model-training#deep-learning#automatic-differentiation
Stars6.1k
Forks611
Last commit
Aim
AimPython

An open-source, self-hosted ML experiment tracker with a performant UI and SDK for comparing and querying training runs.

#ai#metadata-logging#open-source
Stars6.1k
Forks387
Last commit15 hours ago
Swift-AI
Swift-AISwift

A high-performance deep learning library written entirely in Swift, optimized for Apple hardware.

#scientific-computing#apple-platforms#ios
Stars6.0k
Forks554
Last commit9 years ago
TensorFlow tutorials
TensorFlow tutorialsJupyter Notebook

A collection of simple tutorials introducing deep learning concepts using Google's TensorFlow framework.

#ai#educational#data-science
Stars6.0k
Forks1.5k
Last commit2 years ago
tiny-dnn
tiny-dnnC++

A header-only, dependency-free deep learning framework in C++14 for embedded systems and IoT devices.

#iot#embedded-systems#neural-network
Stars6.0k
Forks1.4k
Last commit4 years ago
Medical Data for Machine Learning
Medical Data for Machine Learning

A curated list of publicly available medical datasets for machine learning, covering imaging, EHRs, literature, and speech.

#data-curation#research-resource#medical-datasets
Stars6.0k
Forks1.1k
Last commit2 years ago
nlp-datasets
nlp-datasets

An alphabetical list of free and public domain text datasets for Natural Language Processing (NLP) tasks.

#data-curation#nlp-resources#multilingual
Stars6.0k
Forks992
Last commit3 years ago
OpenCvSharp
OpenCvSharpC#

A cross-platform .NET wrapper for OpenCV, providing image processing and computer vision functionality for .NET applications.

#nuget#wrapper-library#opencv
Stars6.0k
Forks1.2k
Last commit19 days ago
opencvsharp
opencvsharpC#

A cross-platform .NET wrapper for OpenCV, providing image processing and computer vision functionality for .NET applications.

#nuget#wrapper-library#opencv
Stars6.0k
Forks1.2k
Last commit19 days ago
snorkel
snorkelPython

A Python library for programmatically building and managing training data using weak supervision.

#programmatic-labeling#weak-supervision#ai
Stars6.0k
Forks855
Last commit14 days ago
Chainer
ChainerPython

A flexible Python deep learning framework using define-by-run dynamic computational graphs for neural network research.

#research-tool#cuda#chainer
Stars5.9k
Forks1.4k
Last commit2 years ago
gorgonia
gorgoniaGo

A library for building and evaluating mathematical expressions and neural networks in Go, with automatic differentiation and GPU support.

#gradient-descent#neural-network#deep-learning
Stars5.9k
Forks451
Last commit1 year ago
causalml
causalmlPython

A Python package for uplift modeling and causal inference using machine learning algorithms to estimate treatment effects.

#data-science#treatment-effects#experimental-design
Stars5.8k
Forks858
Last commit11 hours ago
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
Forks957
Last commit8 months ago
AI in Finance
AI in Finance

A curated list of awesome resources for applying LLMs and deep learning to financial market analysis and algorithmic trading.

#neural-network#backtesting#algorithmic-trading
Stars5.8k
Forks672
Last commit4 days ago
River
RiverPython

A Python library for online machine learning, designed for streaming data with a focus on user experience.

#online-machine-learning#python-library#data-science
Stars5.8k
Forks625
Last commit2 days ago
OpenAI Client
OpenAI ClientPHP

A community-maintained PHP API client for interacting with OpenAI's API, including chat, audio, images, and fine-tuning.

#gpt-3#api#client
Stars5.8k
Forks680
Last commit5 days 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
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
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
mlpack
mlpackC++

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

#hacktoberfest#scientific-computing#machine-learning-library
Stars5.6k
Forks1.7k
Last commit1 day 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
Stars5.6k
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
Forks269
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 commit6 days ago
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
Stars5.5k
Forks501
Last commit2 years ago
rust
rustRust

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

#deep-learning#neural-networks#gpu-computing
Stars5.5k
Forks436
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
Stars5.4k
Forks503
Last commit
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
Stars5.4k
Forks503
Last commit2 months ago
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