josephmisiti/awesome-machine-learning

Computer Science 21 days ago 51.7k

A curated list of awesome Machine Learning frameworks, libraries and software.

Oct 4th

Python

Computer Vision

dockerface stars175 - Easy to install and use deep learning Faster R-CNN face detection for images and video in a docker container. [Deprecated]

Oct 3rd

Python

Misc Scripts / iPython Notebooks / Codebases

Heart_Disease-Prediction stars0 - Given clinical parameters about a patient, can we predict whether or not they have heart disease?

Flight Fare Prediction stars0 - This basically to gauge the understanding of Machine Learning Workflow and Regression technique in specific.

Oct 2nd

Python

General-Purpose Machine Learning

Streamlit stars16.3k: Streamlit is an framework to create beautiful data apps in hours, not weeks.

Optuna stars5.3k: Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning.

Sep 27th

Python

Computer Vision

Exadel CompreFace stars1.4k - face recognition system that can be easily integrated into any system without prior machine learning skills. CompreFace provides REST API for face recognition, face verification, face detection, face mask detection, landmark detection, age, and gender recognition and is easily deployed with docker.

Sep 22nd

Tools

Misc

DVClive stars32 - Python library for experiment metrics logging into simply formatted local files.

Sep 9th

Books

Machine Learning Bookcamp - Learn the essentials of machine learning by completing a carefully designed set of real-world projects.

Sep 8th

Python

Computer Vision

computer-vision-in-action stars1.2k - as known as L0CV, is a new generation of computer vision open source online learning media, a cross-platform interactive learning framework integrating graphics, source code and HTML. the L0CV ecosystem — Notebook, Datasets, Source Code, and from Diving-in to Advanced — as well as the L0CV Hub.

Sep 7th

Books

Grokking Machine Learning - Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math.

Sep 4th

Tools

Misc

Weaviate – Weaviate is an open source stars1.8k vector search engine and vector database. Weaviate uses machine learning to vectorize and store data, and to find answers to natural language queries. With Weaviate you can also bring your custom ML models to production scale.

Sep 3rd

Java

Data Analysis / Data Visualization

Dr. Michael Thomas Flanagan's Java Scientific Library. [Deprecated]

Sep 2nd

Tools

Misc

More tools to improve the ML lifecycle: Catalyst stars2.7k, PachydermIO. The following are Github-alike and targeting teams Weights & Biases, Neptune.ai, Comet.ml, Valohai.ai, DAGsHub.

Aug 25th

Python

Reinforcement Learning

RLlib stars17.9k - RLlib is an industry level, highly scalable RL library for tf and torch, based on Ray. It's used by companies like Amazon and Microsoft to solve real-world decision making problems at scale.

Jul 29th

Python

Computer Vision

IoT Owl stars4 - Light face detection and recognition system with huge possibilities, based on Microsoft Face API and TensorFlow made for small IoT devices like raspberry pi.

Jul 5th

Python

General-Purpose Machine Learning

Intel(R) Extension for Scikit-learn stars242 - A seamless way to speed up your Scikit-learn applications with no accuracy loss and code changes.

Jun 30th

C++

General-Purpose Machine Learning

Intel® oneAPI Data Analytics Library stars440 - A high performance software library developed by Intel and optimized for Intel's architectures. Library provides algorithmic building blocks for all stages of data analytics and allows to process data in batch, online and distributed modes.

Javascript

Demos and Scripts

Heroes Wear Masks - A fun TensorFlow.js-based oracle that tells, whether one wears a face mask or not. It can even tell when one wears the mask incorrectly.

Jun 27th

Python

General-Purpose Machine Learning

Sklearn-genetic-opt stars42: An AutoML package for hyperparameters tuning using evolutionary algorithms, with built-in callbacks, plotting, remote logging and more.

Jun 18th

Python

General-Purpose Machine Learning

Evidently stars1.5k: Interactive reports to analyze machine learning models during validation or production monitoring.

Jun 5th

Python

General-Purpose Machine Learning

FEDOT stars244: An AutoML framework for the automated design of composite modeling pipelines. It can handle classification, regression, and time series forecasting tasks on different types of data (including multi-modal datasets).

Jun 1st

Python

Reinforcement Learning

Maze stars193 - Application-oriented deep reinforcement learning framework addressing real-world decision problems.

May 24th

Python

Computer Vision

OpenVisionAPI - Open source computer vision API based on open source models.

Apr 23rd

Java

General-Purpose Machine Learning

knn-java-library stars3 - Just a simple implementation of K-Nearest Neighbors algorithm using with a bunch of similarity measures.

Apr 22nd

Tools

Misc

MLReef - MLReef is an end-to-end development platform using the power of git to give structure and deep collaboration possibilities to the ML development process.

Apr 15th

Scala

Data Analysis / Data Visualization

NDScala stars31 - N-dimensional arrays in Scala 3. Think NumPy ndarray, but with compile-time type-checking/inference over shapes, tensor/axis labels & numeric data types

Scala

General-Purpose Machine Learning

ONNX-Scala stars93 - An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning in Scala (3).

Apr 13th

Python

General-Purpose Machine Learning

Microsoft ML for Apache Spark stars2.5k -> A distributed machine learning framework Apache Spark

Scala

General-Purpose Machine Learning

Microsoft ML for Apache Spark stars2.5k -> A distributed machine learning framework Apache Spark

Mar 29th

Tools

Misc

Flyte - Flyte makes it easy to create concurrent, scalable, and maintainable workflows for machine learning and data processing.

Mar 23rd

Python

General-Purpose Machine Learning

Backprop stars213 - Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

Mar 21st

Python

Natural Language Processing

DL Translate stars170 - A deep learning-based translation library between 50 languages, built with transformers.

Mar 10th

Python

General-Purpose Machine Learning

River stars2.7k: A framework for general purpose online machine learning.

Mar 9th

Javascript

General-Purpose Machine Learning

tensor-js stars31 - A deep learning library for the browser, accelerated by WebGL and WebAssembly

WebDNN stars1.8k - Fast Deep Neural Network Javascript Framework. WebDNN uses next generation JavaScript API, WebGPU for GPU execution, and WebAssembly for CPU execution.

C++

General-Purpose Machine Learning

QuestDB A relational column-oriented database designed for real-time analytics on time series and event data.

Feb 28th

Python

General-Purpose Machine Learning

ByteHub stars29 - An easy-to-use, Python-based feature store. Optimized for time-series data.

Feb 21st

Go

General-Purpose Machine Learning

go-ml-benchmarks stars17 — benchmarks of machine learning inference for Go

Feb 10th

Python

General-Purpose Machine Learning

Hub stars3.6k - Fastest unstructured dataset management for TensorFlow/PyTorch. Stream & version-control data. Store even petabyte-scale data in a single numpy-like array on the cloud accessible on any machine. Visit activeloop.ai for more info.

Feb 5th

Tools

Misc

Pinecone - Vector database for applications that require real-time, scalable vector embedding and similarity search.

Jan 28th

Python

Neural Networks

sequitur stars212 PyTorch library for creating and training sequence autoencoders in just two lines of code

Jan 27th

Python

General-Purpose Machine Learning

Synthia stars17 - Multidimensional synthetic data generation in Python.

Jan 20th

Python

Natural Language Processing

Rasa stars12.9k - A "machine learning framework to automate text-and voice-based conversations."

Jan 12th

Python

General-Purpose Machine Learning

Gradio stars3.8k - A Python library for quickly creating and sharing demos of models. Debug models interactively in your browser, get feedback from collaborators, and generate public links without deploying anything.

Jan 7th

Python

Misc Scripts / iPython Notebooks / Codebases

CAEs for Data Assimilation stars17 - Convolutional autoencoders for 3D image/field compression applied to reduced order Data Assimilation.

Jan 6th

Python

Neural Networks

Jina AI An easier way to build neural search in the cloud. Compatible with Jupyter Notebooks.

Jan 1st

Python

General-Purpose Machine Learning

Shapley stars122 -> A data-driven framework to quantify the value of classifiers in a machine learning ensemble.

Dec 26th, 2020

Go

General-Purpose Machine Learning

go-featureprocessing stars61 - Fast and convenient feature processing for low latency machine learning in Go.

Dec 14th, 2020

Python

General-Purpose Machine Learning

Opytimizer stars463 - Python-based meta-heuristic optimization techniques.

OPFython stars21 - A Python-inspired implementation of the Optimum-Path Forest classifier.

Python

Computer Vision

Learnergy stars36 - Energy-based machine learning models built upon PyTorch.

Python

Natural Language Processing

NALP stars16 - A Natural Adversarial Language Processing framework built over Tensorflow.

Dec 10th, 2020

PHP

General-Purpose Machine Learning

PHP-ML - Machine Learning library for PHP. Algorithms, Cross Validation, Neural Network, Preprocessing, Feature Extraction and much more in one library.

Nov 23rd, 2020

C

General-Purpose Machine Learning

libonnx stars310 - A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.

Nov 2nd, 2020

Python

General-Purpose Machine Learning

sktime stars4.6k - A unified framework for machine learning with time series

Oct 27th, 2020

Clojure

Data Visualization

notespace stars101 - Notebook experience in your Clojure namespace

Delight stars183 - A listener that streams your spark events logs to delight, a free and improved spark UI

Oct 25th, 2020

Python

Computer Vision

lightly stars1.3k - Lightly is a computer vision framework for self-supervised learning.

Oct 23rd, 2020

Tools

Misc

Weights & Biases - Machine learning experiment tracking, dataset versioning, hyperparameter search, visualization, and collaboration

Oct 14th, 2020

Clojure

General-Purpose Machine Learning

tech.ml stars90 - A machine learning platform based on tech.ml.dataset, supporting not just ml algorithms, but also relevant ETL processing; wraps multiple machine learning libraries

clj-ml stars135 - A machine learning library for Clojure built on top of Weka and friends.

clj-boost - Wrapper for XGBoost

Touchstone stars130 - Clojure A/B testing library.

lambda-ml stars72 - Simple, concise implementations of machine learning techniques and utilities in Clojure.

Clojure

Deep Learning

MXNet - Bindings to Apache MXNet - part of the MXNet project

Deep Diamond stars316 - A fast Clojure Tensor & Deep Learning library

jutsu.ai stars97 - Clojure wrapper for deeplearning4j with some added syntactic sugar.

Flare stars281 - Dynamic Tensor Graph library in Clojure (think PyTorch, DynNet, etc.)

dl4clj stars100 - Clojure wrapper for Deeplearning4j.

Clojure

Data Analysis

tech.ml.dataset stars386 - Clojure dataframe library and pipeline for data processing and machine learning

Tablecloth stars102 - A dataframe grammar wrapping tech.ml.dataset, inspired by several R libraries

Panthera stars173 - Clojure API wrapping Python's Pandas library

Geni stars195 - a Clojure dataframe library that runs on Apache Spark

Clojure

Data Visualization

Hanami stars248 : Clojure(Script) library and framework for creating interactive visualization applications based in Vega-Lite (VGL) and/or Vega (VG) specifications. Automatic framing and layouts along with a powerful templating system for abstracting visualization specs

Saite stars101 - Clojure(Script) client/server application for dynamic interactive explorations and the creation of live shareable documents capturing them using Vega/Vega-Lite, CodeMirror, markdown, and LaTeX

Oz stars716 - Data visualisation using Vega/Vega-Lite and Hiccup, and a live-reload platform for literate-programming

Pink Gorilla Notebook stars92 - A Clojure/Clojurescript notebook application/-library based on Gorilla-REPL

clojupyter stars709 - A Jupyter kernel for Clojure - run Clojure code in Jupyter Lab, Notebook and Console.

Clojure

Interop

Java Interop - Clojure has Native Java Interop from which Java's ML ecosystem can be accessed

JavaScript Interop - ClojureScript has Native JavaScript Interop from which JavaScript's ML ecosystem can be accessed

Libpython-clj stars748 - Interop with Python

ClojisR stars110 - Interop with R and Renjin (R on the JVM)

Clojure

Misc

Neanderthal - Fast Clojure Matrix Library (native CPU, GPU, OpenCL, CUDA)

kixistats stars303 - A library of statistical distribution sampling and transducing functions

fastmath stars150 - A collection of functions for mathematical and statistical computing, macine learning, etc., wrapping several JVM libraries

matlib stars22 - a Clojure library of optimisation and control theory tools and convenience functions based on Neanderthal.

Clojure

Extra

Scicloj - Curated list of ML related resources for Clojure.

Oct 11th, 2020

Java

General-Purpose Machine Learning

Smile - Statistical Machine Intelligence & Learning Engine.

Scala

General-Purpose Machine Learning

Smile - Statistical Machine Intelligence and Learning Engine.

Python

Neural Networks

TResNet: Simple and powerful neural network library for python stars148 - Variety of supported types of Artificial Neural Network and learning algorithms.

Ruby

Natural Language Processing

Raspell - raspell is an interface binding for ruby. [Deprecated]

Python

General-Purpose Machine Learning

igel stars2.9k -> A delightful machine learning tool that allows you to train/fit, test and use models without writing code

Oct 3rd, 2020

C++

Computer Vision

VIGRA stars356 - VIGRA is a genertic cross-platform C++ computer vision and machine learning library for volumes of arbitrary dimensionality with Python bindings.

.NET

General-Purpose Machine Learning

Infer.NET - Infer.NET is a framework for running Bayesian inference in graphical models. One can use Infer.NET to solve many different kinds of machine learning problems, from standard problems like classification, recommendation or clustering through to customized solutions to domain-specific problems. Infer.NET has been used in a wide variety of domains including information retrieval, bioinformatics, epidemiology, vision, and many others.

Synapses stars57 - Neural network library in F#.

Objective C

General-Purpose Machine Learning

MLPNeuralNet stars904 - Fast multilayer perceptron neural network library for iOS and Mac OS X. MLPNeuralNet predicts new examples by trained neural networks. It is built on top of the Apple's Accelerate Framework, using vectorized operations and hardware acceleration if available. [Deprecated]

Python

Natural Language Processing

DeepPavlov stars5.4k - conversational AI library with many pre-trained Russian NLP models.

Python

Data Analysis / Data Visualization

pastalog stars414 - Simple, realtime visualization of neural network training performance.

Tools

Misc

Sacred stars3.6k - Python tool to help you configure, organize, log and reproduce experiments. Like a notebook lab in the context of Chemistry/Biology. The community has built multiple add-ons leveraging the proposed standard.

Oct 2nd, 2020

Python

General-Purpose Machine Learning

PyGrid stars570 - Peer-to-peer network of data owners and data scientists who can collectively train AI models using PySyft

PySyft stars7.7k - A Python library for secure and private Deep Learning built on PyTorch and TensorFlow.

Oct 1st, 2020

Python

General-Purpose Machine Learning

ML Model building stars9 -> A Repository Containing Classification, Clustering, Regression, Recommender Notebooks with illustration to make them.

steppy stars130 -> Lightweight, Python library for fast and reproducible machine learning experimentation. Introduces a very simple interface that enables clean machine learning pipeline design.

SimpleAI stars906 Python implementation of many of the artificial intelligence algorithms described in the book "Artificial Intelligence, a Modern Approach". It focuses on providing an easy to use, well documented and tested library.

neuropredict stars86 - Aimed at novice machine learners and non-expert programmers, this package offers easy (no coding needed) and comprehensive machine learning (evaluation and full report of predictive performance WITHOUT requiring you to code) in Python for NeuroImaging and any other type of features. This is aimed at absorbing much of the ML workflow, unlike other packages like nilearn and pymvpa, which require you to learn their API and code to produce anything useful.

imbalanced-learn - Python module to perform under sampling and oversampling with various techniques.

stacked_generalization stars109 - Implementation of machine learning stacking technique as a handy library in Python.

Python

Data Analysis / Data Visualization

DataVisualization stars5 - A Github Repository Where you can Learn Datavisualizatoin Basics to Intermediate level.

Mars stars2.3k - A tensor-based framework for large-scale data computation which is often regarded as a parallel and distributed version of NumPy.

C

General-Purpose Machine Learning

cONNXr stars101 - An ONNX runtime written in pure C (99) with zero dependencies focused on small embedded devices. Run inference on your machine learning models no matter which framework you train it with. Easy to install and compiles everywhere, even in very old devices.

C

Computer Vision

VLFeat - VLFeat is an open and portable library of computer vision algorithms, which has a Matlab toolbox.

C++

General-Purpose Machine Learning

xLearn stars3k - A high performance, easy-to-use, and scalable machine learning package, which can be used to solve large-scale machine learning problems. xLearn is especially useful for solving machine learning problems on large-scale sparse data, which is very common in Internet services such as online advertising and recommender systems.

skynet stars62 - A library for learning neural networks, has C-interface, net set in JSON. Written in C++ with bindings in Python, C++ and C#.

Hopsworks stars598 - A data-intensive platform for AI with the industry's first open-source feature store. The Hopsworks Feature Store provides both a feature warehouse for training and batch based on Apache Hive and a feature serving database, based on MySQL Cluster, for online applications.

C++

Sequence Analysis

ToPS stars35 - This is an object-oriented framework that facilitates the integration of probabilistic models for sequences over a user defined alphabet. [Deprecated]

Go

General-Purpose Machine Learning

go-mxnet-predictor stars55 - Go binding for MXNet c_predict_api to do inference with a pre-trained model.

Java

Natural Language Processing

Apache cTAKES - Apache Clinical Text Analysis and Knowledge Extraction System (cTAKES) is an open-source natural language processing system for information extraction from electronic medical record clinical free-text.

Julia

General-Purpose Machine Learning

SVM stars39 - SVM for Julia. [Deprecated]

Matlab

Natural Language Processing

NLP - A NLP library for Matlab.

.NET

General-Purpose Machine Learning

Neural Network Designer - DBMS management system and designer for neural networks. The designer application is developed using WPF, and is a user interface which allows you to design your neural network, query the network, create and configure chat bots that are capable of asking questions and learning from your feedback. The chat bots can even scrape the internet for information to return in their output as well as to use for learning.

.NET

Data Analysis / Data Visualization

Math.NET Numerics - Numerical foundation of the Math.NET project, aiming to provide methods and algorithms for numerical computations in science, engineering and everyday use. Supports .Net 4.0, .Net 3.5 and Mono on Windows, Linux and Mac; Silverlight 5, WindowsPhone/SL 8, WindowsPhone 8.1 and Windows 8 with PCL Portable Profiles 47 and 344; Android/iOS with Xamarin.

Objective C

General-Purpose Machine Learning

BPN-NeuralNetwork stars34 - It implemented 3 layers of neural networks ( Input Layer, Hidden Layer and Output Layer ) and it was named Back Propagation Neural Networks (BPN). This network can be used in products recommendation, user behavior analysis, data mining and data analysis. [Deprecated]

Multi-Perceptron-NeuralNetwork stars24 - it implemented multi-perceptrons neural network (ニューラルネットワーク) based on Back Propagation Neural Networks (BPN) and designed unlimited-hidden-layers.

KRHebbian-Algorithm stars12 - It is a non-supervisor and self-learning algorithm (adjust the weights) in the neural network of Machine Learning. [Deprecated]

KRKmeans-Algorithm stars23 - It implemented K-Means clustering and classification algorithm. It could be used in data mining and image compression. [Deprecated]

Python

Computer Vision

face_recognition stars41.9k - Face recognition library that recognizes and manipulates faces from Python or from the command line.

imutils stars3.9k - A library containing Convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

Python

Natural Language Processing

genius stars234 - A Chinese segment based on Conditional Random Field.

python-zpar stars49 - Python bindings for ZPar stars129, a statistical part-of-speech-tagger, constituency parser, and dependency parser for English.

colibri-core stars115 - Python binding to C++ library for extracting and working with basic linguistic constructions such as n-grams and skipgrams in a quick and memory-efficient way.

R

General-Purpose Machine Learning

party - party: A Laboratory for Recursive Partitioning

partykit - partykit: A Toolkit for Recursive Partitioning.

Tools

Misc

MLFlow - platform to manage the ML lifecycle, including experimentation, reproducibility and deployment. Framework and language agnostic, take a look at all the built-in integrations.

Sep 27th, 2020

Python

Computer Vision

pytessarct stars3.8k - Python-tesseract is an optical character recognition (OCR) tool for python. That is, it will recognize and "read" the text embedded in images. Python-tesseract is a wrapper for Google's Tesseract-OCR Engine stars42.4k.

Sep 20th, 2020

Python

Natural Language Processing

Pattern stars8.1k - A web mining module for the Python programming language. It has tools for natural language processing, machine learning, among others.

C++

General-Purpose Machine Learning

ParaMonte stars132 - A general-purpose library with C/C++ interface for Bayesian data analysis and visualization via serial/parallel Monte Carlo and MCMC simulations. Documentation can be found here.

Fortran

General-Purpose Machine Learning

neural-fortran stars190 - A parallel neural net microframework.

Fortran

Data Analysis / Data Visualization

ParaMonte stars132 - A general-purpose Fortran library for Bayesian data analysis and visualization via serial/parallel Monte Carlo and MCMC simulations. Documentation can be found here.

Matlab

Data Analysis / Data Visualization

ParaMonte stars132 - A general-purpose MATLAB library for Bayesian data analysis and visualization via serial/parallel Monte Carlo and MCMC simulations. Documentation can be found here.

Python

Data Analysis / Data Visualization

ParaMonte stars132 - A general-purpose Python library for Bayesian data analysis and visualization via serial/parallel Monte Carlo and MCMC simulations. Documentation can be found here.

Sep 18th, 2020

Python

General-Purpose Machine Learning

skorch stars4.2k - A scikit-learn compatible neural network library that wraps PyTorch.

Sep 15th, 2020

Python

Misc Scripts / iPython Notebooks / Codebases

Hyperparameter-Optimization-of-Machine-Learning-Algorithms stars728 - Code for hyperparameter tuning/optimization of machine learning and deep learning algorithms.

Sep 11th, 2020

Python

General-Purpose Machine Learning

Determined stars1.5k - Scalable deep learning training platform, including integrated support for distributed training, hyperparameter tuning, experiment tracking, and model management.

ML/DL project template stars760

PyTorch Lightning stars15.8k - The lightweight PyTorch wrapper for high-performance AI research.

PyTorch Lightning Bolts stars1.1k - Toolbox of models, callbacks, and datasets for AI/ML researchers.

Python

Computer Vision

Self-supervised learning

Sep 3rd, 2020

Python

General-Purpose Machine Learning

Couler stars587 - Unified interface for constructing and managing machine learning workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

Sep 2nd, 2020

Python

General-Purpose Machine Learning

evostra stars239 - A fast Evolution Strategy implementation in Python.

Tools

Misc

Pythonizr - An online tool to generate boilerplate machine learning code that uses scikit-learn.

Aug 21st, 2020

Python

Computer Vision

Scikit-Opt stars2.6k - Swarm Intelligence in Python (Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Algorithm, Immune Algorithm,Artificial Fish Swarm Algorithm in Python)

Aug 18th, 2020

Python

Computer Vision

Lucent stars387 - Tensorflow and OpenAI Clarity's Lucid adapted for PyTorch.

Deep High-Resolution-Net stars3.4k - A PyTorch implementation of CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

dream-creator stars37 - A PyTorch implementation of DeepDream. Allows individuals to quickly and easily train their own custom GoogleNet models with custom datasets for DeepDream.

Python

Reinforcement Learning

Spinning Up - An educational resource designed to let anyone learn to become a skilled practitioner in deep reinforcement learning

Jul 17th, 2020

Python

General-Purpose Machine Learning

PyTorch Geometric Temporal stars1.1k -> A temporal extension of PyTorch Geometric for dynamic graph representation learning.

Tools

Misc

CML stars2.7k - A library for doing continuous integration with ML projects. Use GitHub Actions & GitLab CI to train and evaluate models in production like environments and automatically generate visual reports with metrics and graphs in pull/merge requests. Framework & language agnostic.

Jul 11th, 2020

Tools

Misc

CatalyzeX - Browser extension (Chrome and Firefox) that automatically finds and shows code implementations for machine learning papers anywhere: Google, Twitter, Arxiv, Scholar, etc.

Jul 10th, 2020

Python

Data Analysis / Data Visualization

Cartopy - Cartopy is a Python package designed for geospatial data processing in order to produce maps and other geospatial data analyses.

Jul 6th, 2020

Python

Reinforcement Learning

acme - An Open Source Distributed Framework for Reinforcement Learning that makes build and train your agents easily.

Jun 4th, 2020

Python

Misc Scripts / iPython Notebooks / Codebases

MiniGrad stars71 – A minimal, educational, Pythonic implementation of autograd (~100 loc).

May 29th, 2020

Julia

General-Purpose Machine Learning

MLJ stars1.2k - A Julia machine learning framework

May 22nd, 2020

.NET

General-Purpose Machine Learning

MxNet.Sharp stars136 - .NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/

May 18th, 2020

Python

General-Purpose Machine Learning

Little Ball of Fur stars563 -> A graph sampling extension library for NetworkX with a Scikit-Learn like API.

May 15th, 2020

Python

General-Purpose Machine Learning

implicit - Fast Python Collaborative Filtering for Implicit Datasets.

LightFM - A Python implementation of a number of popular recommendation algorithms for both implicit and explicit feedback.

C++

Computer Vision

Openpose stars22.3k - A real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Python

Computer Vision

Openpose stars22.3k - A real-time multi-person keypoint detection library for body, face, hands, and foot estimation

May 14th, 2020

Python

General-Purpose Machine Learning

mljar-supervised stars1.6k - An Automated Machine Learning (AutoML) python package for tabular data. It can handle: Binary Classification, MultiClass Classification and Regression. It provides explanations and markdown reports.

Apr 24th, 2020

Python

General-Purpose Machine Learning

bayeso stars62 - A simple, but essential Bayesian optimization package, written in Python.

Apr 15th, 2020

Ruby

General-Purpose Machine Learning

rumale stars570 - Rumale is a machine learning library in Ruby

Apr 11th, 2020

Go

Data Analysis / Data Visualization

dataframe-go stars640 - Dataframes for machine-learning and statistics (similar to pandas).

Apr 3rd, 2020

Python

Neural Networks

TResNet: High Performance GPU-Dedicated Architecture stars380 - TResNet models were designed and optimized to give the best speed-accuracy tradeoff out there on GPUs.

Apr 1st, 2020

Go

General-Purpose Machine Learning

goro stars288 - A high-level machine learning library in the vein of Keras.

Go

Reinforcement learning

gold stars241 - A reinforcement learning library.

Mar 20th, 2020

Javascript

Misc

Pipcook stars2.1k - A JavaScript application framework for machine learning and its engineering.

Mar 17th, 2020

Python

General-Purpose Machine Learning

Lightwood stars150 - A Pytorch based framework that breaks down machine learning problems into smaller blocks that can be glued together seamlessly with objective to build predictive models with one line of code.

Mar 16th, 2020

Python

Computer Vision

neural-dream stars97 - A PyTorch implementation of DeepDream.

Feb 22nd, 2020

Tools

Misc

m2cgen stars1.9k - A tool that allows the conversion of ML models into native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart) with zero dependencies.

Feb 1st, 2020

Tools

Misc

MachineLearningWithTensorFlow2ed - a book on general purpose machine learning techniques regression, classification, unsupervised clustering, reinforcement learning, auto encoders, convolutional neural networks, RNNs, LSTMs, using TensorFlow 1.14.1.

Jan 28th, 2020

Python

General-Purpose Machine Learning

neon stars3.9k - Nervana's high-performance stars2.7k Python-based Deep Learning framework [DEEP LEARNING]. [Deprecated]

Jan 27th, 2020

Python

General-Purpose Machine Learning

Karate Club stars1.4k -> An unsupervised machine learning extension library for NetworkX with a Scikit-Learn like API.

Jan 24th, 2020

Python

Natural Language Processing

PySS3 stars217 - Python package that implements a novel white-box machine learning model for text classification, called SS3. Since SS3 has the ability to visually explain its rationale, this package also comes with easy-to-use interactive visualizations tools (online demos).

Jan 23rd, 2020

Python

Computer Vision

Detectron stars24.7k - FAIR's software system that implements state-of-the-art object detection algorithms, including Mask R-CNN. It is written in Python and powered by the Caffe2 deep learning framework. [Deprecated]

detectron2 stars18.5k - FAIR's next-generation research platform for object detection and segmentation. It is a ground-up rewrite of the previous version, Detectron, and is powered by the PyTorch deep learning framework.

Detecto stars512 - Train and run a computer vision model with 5-10 lines of code.

Jan 7th, 2020

Python

General-Purpose Machine Learning

Auto_ViML stars302 -> Automatically Build Variant Interpretable ML models fast! Auto_ViML is pronounced "auto vimal", is a comprehensive and scalable Python AutoML toolkit with imbalanced handling, ensembling, stacking and built-in feature selection. Featured in Medium article.

Python

Data Analysis / Data Visualization

AutoViz stars516 AutoViz performs automatic visualization of any dataset with a single line of Python code. Give it any input file (CSV, txt or json) of any size and AutoViz will visualize it. See Medium article.

Dec 20th, 2019

R

Data Manipulation | Data Analysis | Data Visualization

dplyr - A data manipulation package that helps to solve the most common data manipulation problems.

Dec 5th, 2019

Python

General-Purpose Machine Learning

scikit-multiflow stars569 - A machine learning framework for multi-output/multi-label and stream data.

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Recently Updated

Platforms

Programming Languages

Front-End Development

Back-End Development

Computer Science

Big Data

Theory

Books

Editors

Gaming

Development Environment

Entertainment

Databases

Media

Learn

Security

Content Management Systems

Hardware

Business

Work

Networking

Decentralized Systems

Higher Education

Events

Testing

Miscellaneous

Unmaintained

josephmisiti/awesome-machine-learning

Python

Computer Vision

Oct 3rd

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General-Purpose Machine Learning

Sep 27th

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Computer Vision

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Sep 9th

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Computer Vision