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Machine Learning

1845 projects

Showing 36 of 1845 projects

KerasNLP
KerasNLPPython

A pretrained modeling library for Keras 3 offering simple, flexible, and fast access to models for text, image, and audio tasks.

#jax#keras-3#deep-learning
Stars987
Forks352
Last commit1 day ago
MOSES
MOSESPython

A benchmarking platform for molecular generation models, providing datasets, implementations, and evaluation metrics for drug discovery research.

#molecular-generation#cheminformatics#deep-learning
Stars985
Forks279
Last commit2 years ago
QANet
QANetPython

A TensorFlow implementation of QANet for machine reading comprehension on the SQuAD dataset.

#squad#deep-learning#neural-networks
Stars984
Forks298
Last commit8 years ago
Dynamax
DynamaxPython

A Python library for probabilistic state space modeling and inference, built on JAX.

#state-space-models#probabilistic-modeling#jax
Stars983
Forks113
Last commit4 days ago
Plato
PlatoPython

A flexible Python framework for developing, training, and evaluating conversational AI agents in single or multi-agent environments.

#conversational-ui#chatbots#python-library
Stars981
Forks186
Last commit5 years ago
Sparkling Water
Sparkling WaterScala

Sparkling Water provides H2O functionality inside Spark cluster

#h2o#spark#pysparkling
Stars979
Forks361
Last commit8 months ago
Restricted Boltzmann Machines
Restricted Boltzmann MachinesPython

A Python implementation of Restricted Boltzmann Machines for binary factor analysis and collaborative filtering.

#neural-networks#collaborative-filtering#python
Stars971
Forks374
Last commit
sparklyr
sparklyrR

An R interface for Apache Spark that enables distributed data processing, machine learning, and SQL queries using familiar R syntax.

#apache-spark#distributed#dplyr
Stars971
Forks308
Last commit23 days ago
TF-GAN
TF-GANJupyter Notebook

A lightweight TensorFlow library for training and evaluating Generative Adversarial Networks (GANs).

#audio-synthesis#model-training#model-evaluation
Stars966
Forks243
Last commit1 year ago
scikit-multilearn
scikit-multilearnPython

A scikit-learn compatible Python module for multi-label classification tasks.

#scikit#scipy#data-science
Stars956
Forks176
Last commit2 years ago
nolearn - wrappers and abstractions around existing neural network libraries, most notably Lasagne
nolearn - wrappers and abstractions around existing neural network libraries, most notably LasagnePython

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

#deep-learning#lasagne#scikit-learn
Stars952
Forks258
Last commit
EvoJAX
EvoJAXJupyter Notebook

A scalable, hardware-accelerated neuroevolution toolkit built on JAX for parallel training across TPUs/GPUs.

#generative-art#jax#hardware-acceleration
Stars952
Forks110
Last commit2 years ago
Molecular design
Molecular design

A curated collection of research papers on molecular and material design using generative AI and deep learning techniques.

#deep-generative-models#deep-learning#molecular-design
Stars946
Forks119
Last commit1 day ago
Couler
CoulerPython

A unified Python interface for constructing and managing workflows across engines like Argo Workflows, Tekton Pipelines, and Apache Airflow.

#workflow-management#python-sdk#argo-workflows
Stars944
Forks85
Last commit1 year ago
neuropod
neuropodC++

A uniform interface to run deep learning models from multiple frameworks like TensorFlow, PyTorch, and Keras in C++ and Python.

#deep-learning#production-ml#model-inference
Stars943
Forks73
Last commit2 years ago
smartcore
smartcoreRust

A fast, ergonomic machine learning library for Rust with broad algorithm coverage and WASM-first defaults.

#statistical-models#data-science#machine-learning-algorithms
Stars941
Forks101
Last commit3 days ago
rnn
rnnLua

A Recurrent Neural Network library for Torch7's nn, providing RNN, LSTM, GRU, and other sequence modeling modules.

#deep-learning#neural-networks#gru
Stars941
Forks310
Last commit8 years ago
Awesome Dataset Tools
Awesome Dataset Tools

A curated list of open-source and commercial tools for labeling and managing datasets across images, audio, time series, and text.

#data-labeling#annotations#data-annotation
Stars939
Forks135
Last commit3 years ago
TensorFlow Scala
TensorFlow ScalaScala

A strongly-typed Scala API for TensorFlow, providing functionality similar to the official Python API with additional features.

#data-science#deep-learning#neural-networks
Stars939
Forks91
Last commit4 years ago
argoverse-api
argoverse-apiPython

A Python API for the Argoverse dataset, providing tools for 3D tracking, motion forecasting, and HD map interaction for autonomous vehicle research.

#sensor-fusion#3d-tracking#python-api
Stars933
Forks259
Last commit2 years ago
pyFM
pyFMPython

A Python implementation of Factorization Machines for recommendation and classification tasks using stochastic gradient descent with adaptive regularization.

#python-library#collaborative-filtering#sgd
Stars924
Forks302
Last commit5 years ago
deepdive
deepdivePython

An open-source simulator for experimenting with and advancing self-driving AI, accessible to anyone with a PC.

#robotics#simulation#ai-simulation
Stars924
Forks150
Last commit2 years ago
BIDMach
BIDMachScala

A CPU and GPU-accelerated machine learning library optimized for high-performance computing.

#cuda#high-performance-computing#deep-learning
Stars919
Forks170
Last commit3 years ago
karthinkncode's Datasets for Natural Language Processing
karthinkncode's Datasets for Natural Language Processing

A collaboratively maintained, reverse-chronological list of datasets and corpora for natural language processing tasks.

#ai-training-data#nlp-research#research-tools
Stars918
Forks249
Last commit6 years ago
awesome-CARLA
awesome-CARLA

A curated list of awesome tutorials, blogs, and projects for the CARLA autonomous driving simulator.

#robotics#carla#ue4
Stars916
Forks130
Last commit2 years ago
rumale
rumaleRuby

A Ruby machine learning library with a Scikit-Learn-like interface for classification, regression, clustering, and dimensionality reduction.

#random-forest#data-science#dimensionality-reduction
Stars914
Forks34
Last commit7 days ago
Lumina
LuminaSwift

A Swift camera framework for iOS that simplifies AVFoundation usage and integrates CoreML models for real-time object recognition.

#camera#ios#barcode
Stars912
Forks90
Last commit6 months ago
gymnax
gymnaxPython

A JAX-based library providing accelerated reinforcement learning environments with full compatibility to the classic gym API.

#parallel-computing#jax#environment-simulator
Stars910
Forks99
Last commit3 months ago
eaopt
eaoptGo

An evolutionary optimization library for Go implementing genetic algorithms, particle swarm optimization, differential evolution, and other algorithms.

#particle-swarm-optimization#parallel-computing#genetic-algorithms
Stars906
Forks97
Last commit
Show, Attend and Tell
Show, Attend and TellJupyter Notebook

TensorFlow implementation of an attention-based neural image caption generator that focuses on relevant image parts while generating words.

#deep-learning#show-attend-and-tell#neural-networks
Stars905
Forks322
Last commit
onnx-go
onnx-goGo

A Go interface for importing and executing pre-trained ONNX neural network models without framework dependencies.

#open-source#neural-network#model-import
Stars903
Forks83
Last commit1 year ago
RNNLIB
RNNLIBC

A C++ recurrent neural network library for sequence learning problems, specializing in online handwriting prediction and synthesis.

#sequence-learning#gradient-checking#deep-learning
Stars902
Forks226
Last commit6 years ago
MLPNeuralNet
MLPNeuralNetObjective-C

Fast multilayer perceptron neural network library for iOS and Mac OS X using Apple's Accelerate Framework.

#ios#neural-network#objective-c
Stars899
Forks208
Last commit9 years ago
Deepnet
DeepnetPython

GPU-accelerated Python implementation of six fundamental deep learning algorithms using CUDA libraries.

#cuda#autoencoders#python-library
Stars896
Forks431
Last commit12 years ago
Machine Learning in MatLab/Octave
Machine Learning in MatLab/OctaveMATLAB

MatLab/Octave implementations of popular machine learning algorithms with detailed mathematical explanations and code examples.

#algorithm-implementation#neural-network#educational
Stars896
Forks252
Last commit
grt
grtC++

A cross-platform C++ machine learning library for real-time gesture recognition with support for classification, regression, and clustering.

#random-forest#softmax#classification
Stars894
Forks285
Last commit6 years ago
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