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Machine Learning

1845 projects

Showing 36 of 1845 projects

BrainCore
BrainCoreSwift

A fast neural network framework for iOS and macOS using Swift and Metal for GPU acceleration.

#ios#neural-network#deep-learning
Stars379
Forks48
Last commit9 years ago
DeepLearningNotes
DeepLearningNotesJupyter Notebook

A collection of open-source machine learning and quantitative analysis models implemented in TensorFlow and PyTorch.

#quantitative-analysis#algorithmic-trading#deep-learning
Stars379
Forks229
Last commit
REINVENT
REINVENTPython

A reinforcement learning framework for de novo drug design that generates novel molecular structures with desired properties.

#molecular-generation#ai-drug-discovery#cheminformatics
Stars376
Forks113
Last commit1 year ago
Malheur
MalheurC

A tool for automatic analysis of malware behavior using machine learning to identify, cluster, and classify malicious software.

#sandbox-analysis#classification#malware-analysis
Stars375
Forks102
Last commit7 years ago
Implementation of various topic models in Python
Implementation of various topic models in PythonJupyter Notebook

Python implementations of various topic modeling algorithms including LDA, collaborative topic models, and hierarchical Dirichlet processes.

#research-tool#probabilistic-modeling#bayesian-statistics
Stars375
Forks169
Last commit
Clustering
ClusteringJulia

A Julia package providing comprehensive clustering algorithms and validation metrics for data analysis.

#julia#k-means#data-science
Stars375
Forks123
Last commit8 months ago
goro
goroGo

A high-level machine learning library for Go with a Keras-like API, built on Gorgonia.

#model-training#data-science#deep-learning
Stars373
Forks19
Last commit2 years ago
pcfg_cracker
pcfg_crackerPython

A Python toolkit for probabilistic password guessing and analysis using Probabilistic Context-Free Grammar (PCFG) models.

#probabilistic-modeling#hash-cracking#password-strength
Stars371
Forks87
Last commit10 months ago
SiaNet
SiaNetC#

An easy-to-use C# deep learning library with support for multiple backends including TensorFlow, PyTorch, and CUDA/OpenCL.

#neural-network#model-training#deep-learning
Stars370
Forks80
Last commit7 years ago
Bayadera - Bayesian Data Analysis on the GPU
Bayadera - Bayesian Data Analysis on the GPUClojure

A Clojure library for high-performance Bayesian data analysis and machine learning on the GPU.

#high-performance-computing#bayesian-statistics#bayesian-data-analysis
Stars370
Forks24
Last commit
FairML
FairMLPython

A Python toolbox for auditing machine learning models to detect and quantify bias in black-box predictions.

#algorithmic-transparency#toolbox#model-auditing
Stars369
Forks75
Last commit5 years ago
LSTM-Crypto-Price-Prediction
LSTM-Crypto-Price-PredictionPython

Predicts Bitcoin price trends using an LSTM-RNN with technical indicators for automated trading via the Binance API.

#market-analysis#technical-analysis#scikit
Stars365
Forks58
Last commit
Credential Digger
Credential DiggerPython

A GitHub scanning tool that identifies hardcoded credentials and filters false positives using machine learning models.

#hardcoded-credentials#regex#vscode-extension
Stars365
Forks54
Last commit4 months ago
PyVarInf
PyVarInfPython

A Python package for training PyTorch neural networks using variational inference for Bayesian deep learning.

#probabilistic-modeling#variational-inference#python-library
Stars362
Forks51
Last commit6 years ago
GoNN
GoNNGo

A Go implementation of neural networks including BackPropagation, RBF, and Perceptron networks with parallel processing capabilities.

#parallel-computing#neural-network#ai-framework
Stars361
Forks51
Last commit10 years ago
Conjecture
ConjectureJava

A framework for building scalable machine learning models in Hadoop using the Scalding DSL.

#recommender-systems#classification#cross-validation
Stars359
Forks56
Last commit8 years ago
GoogleNet Convolutional Neural Network Groups Movie Scenes By Setting
GoogleNet Convolutional Neural Network Groups Movie Scenes By SettingPython

A command-line utility that uses convolutional neural networks to search and filter videos based on objects and places that appear in them.

#media-processing#deep-learning#video-search
Stars358
Forks58
Last commit
visual-recognition-nodejs
visual-recognition-nodejsJavaScript

A deprecated Node.js sample application demonstrating IBM Watson Visual Recognition service features.

#sample-app#image-analysis#deep-learning
Stars357
Forks344
Last commit
QDax
QDaxPython

A hardware-accelerated Python library for running Quality-Diversity and neuroevolution algorithms in minutes instead of days.

#robotics#parallel-computing#jax
Stars357
Forks55
Last commit8 months ago
Apache Spot (incubating)
Apache Spot (incubating)Python

Open-source platform for network security analytics using flow and packet analysis to detect unknown threats at cloud scale.

#security-analytics#telemetry#spot
Stars356
Forks226
Last commit3 years ago
ChatGPT Infinity
ChatGPT InfinityJavaScript

∞ Generate endless answers from all-knowing ChatGPT (on any topic!)

#ai#greasemonkey#openai
Stars356
Forks36
Last commit1 day ago
Upgini
UpginiPython

An intelligent data search and enrichment library for machine learning that automatically finds and adds relevant external features to ML pipelines.

#python-library#data-science#kaggle
Stars356
Forks26
Last commit2 days ago
ehrapy
ehrapyPython

A modular Python framework for exploratory analysis of heterogeneous epidemiological and electronic health record (EHR) data.

#epidemiology#statistical-analysis#scverse
Stars355
Forks50
Last commit4 days ago
tfdeploy
tfdeployPython

Deploy TensorFlow graphs for fast evaluation and export to environments without TensorFlow, using NumPy.

#portable-models#scipy#model-deployment
Stars353
Forks35
Last commit1 year ago
NNDIAL
NNDIALPython

An open-source toolkit for building end-to-end trainable task-oriented dialogue models with neural networks.

#academic-toolkit#dialogue-agents#dialogues
Stars353
Forks101
Last commit9 years ago
gold
goldGo

A reinforcement learning library for Go providing agents, composable tooling, and visualization for solving environment challenges.

#deep-learning#go-library#reinforcementlearning
Stars352
Forks31
Last commit5 years ago
Public Git Archive
Public Git ArchiveJupyter Notebook

A collection of large-scale datasets for source code analysis and machine learning on code, including GitHub repositories, identifiers, and commit data.

#software-engineering-research#code-identifiers#docker-metadata
Stars349
Forks84
Last commit
PySS3
PySS3Python

A Python library for interpretable text classification using the SS3 model, with built-in visualization tools for explainable AI.

#hyperparameter-optimization#explainable-artificial-intelligence#python-library
Stars349
Forks44
Last commit
tinygp
tinygpPython

An extremely lightweight Gaussian Process library for Python built on JAX with GPU acceleration and automatic differentiation.

#probabilistic-modeling#jax#python-library
Stars347
Forks34
Last commit12 days ago
api.rss
api.rssRuby

Transform RSS, Atom, and JSON feeds into a RESTful API with machine learning enrichment.

#semantic-analysis#sidekiq#rails
Stars347
Forks16
Last commit5 years ago
TargetDiff
TargetDiffPython

Official implementation of a 3D equivariant diffusion model for generating drug-like molecules that bind to specific protein targets and predicting their binding affinity.

#binding-affinity#protein-ligand-docking#diffusion-models
Stars344
Forks52
Last commit
DCGAN
DCGANPython

A minimal implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) using TensorLayerX for generating realistic images.

#tensorlayer#tensorlayerx#deep-learning
Stars342
Forks112
Last commit3 years ago
End-To-End Memory Networks
End-To-End Memory NetworksPython

A TensorFlow implementation of End-To-End Memory Networks with a scikit-learn-like interface for bAbI tasks.

#babi-dataset#neural-networks#question-answering
Stars340
Forks131
Last commit9 years ago
RustNN
RustNNRust

A feedforward neural network library for Rust implementing backpropagation training.

#feedforward-network#ai-library#neural-network
Stars340
Forks34
Last commit8 years ago
cutorch
cutorchCuda

A CUDA backend for Torch7 that enables GPU-accelerated tensor operations with a familiar Torch API.

#cuda#scientific-computing#parallel-computing
Stars340
Forks207
Last commit8 years ago
Swift-Brain
Swift-BrainSwift

A Swift library providing neural networks, machine learning algorithms, and AI data structures for iOS and macOS development.

#macos-development#bayesian-statistics#neural-network
Stars339
Forks48
Last commit9 years ago
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