The Top 190 Scikit Learn Open Source Projects

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The Top 190 Scikit Learn Open Source Projects

Categories > Machine Learning > Scikit Learn

100 Days Of Ml Code ⭐30,622

100 Days of ML Coding

Ailearning ⭐28,154

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Pythondatasciencehandbook ⭐27,045

Python Data Science Handbook: full text in Jupyter Notebooks

Handson Ml ⭐21,744

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Data Science Ipython Notebooks ⭐19,870

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Virgilio ⭐12,874

Your new Mentor for Data Science E-Learning.

Python Machine Learning Book ⭐10,987

The "Python Machine Learning (1st edition)" book code repository and info resource

Dive Into Machine Learning ⭐10,244

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

Open standard for machine learning interoperability

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Parallel computing with task scheduling

Mlcourse.ai ⭐7,322

Open Machine Learning Course

Python Machine Learning Book 2nd Edition ⭐6,153

The "Python Machine Learning (2nd edition)" book code repository and info resource

Featuretools ⭐5,244

An open source python library for automated feature engineering

Auto Sklearn ⭐5,037

Automated Machine Learning with scikit-learn

Machinelearning ⭐4,875

My blogs and code for machine learning. http://cnblogs.com/pinard

Pipeline ⭐4,079

PipelineAI Kubeflow Distribution

Sklearn Doc Zh ⭐3,938

📖 [译] scikit-learn（sklearn）中文文档

Onnxruntime ⭐3,715

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Skorch ⭐3,631

A scikit-learn compatible neural network library that wraps PyTorch

Interpret ⭐3,288

Fit interpretable models. Explain blackbox machine learning.

Yellowbrick ⭐3,023

Visual analysis and diagnostic tools to facilitate machine learning model selection.

Scikit Learn Videos ⭐3,019

Jupyter notebooks from the scikit-learn video series

Autogluon ⭐2,784

AutoGluon: AutoML for Text, Image, and Tabular Data

Sktime ⭐2,646

A unified framework for machine learning with time series

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐2,606

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Orange3 ⭐2,517

🍊 📊 💡 Orange: Interactive data analysis https://orange.biolab.si

a delightful machine learning tool that allows you to train, test and use models without writing code

A library for debugging/inspecting machine learning classifiers and explaining their predictions

Scikit Plot ⭐1,968

An intuitive library to add plotting functionality to scikit-learn objects.

Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, Pandas and Scikit-learn.

Adversarial Robustness Toolbox ⭐1,865

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

Hummingbird ⭐1,794

Hummingbird compiles trained ML models into tensor computation for faster inference.

Python Machine Learning Book 3rd Edition ⭐1,733

The "Python Machine Learning (3rd edition)" book code repository

M2cgen ⭐1,703

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies

Python Cheat Sheet ⭐1,694

Python Cheat Sheet NumPy, Matplotlib

Machine Learning With Python ⭐1,655

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Practical Machine Learning With Python ⭐1,637

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Ml Workspace ⭐1,551

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Auto_ml ⭐1,505

[UNMAINTAINED] Automated machine learning for analytics & production

General Assembly's 2015 Data Science course in Washington, DC

Pbpython ⭐1,453

Code, Notebooks and Examples from Practical Business Python

Studybook ⭐1,354

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

Xcessiv ⭐1,256

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

Hyperlearn ⭐1,189

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

MLeap: Deploy Spark Pipelines to Production

Scikit Learn Tips ⭐1,125

🤖⚡️ scikit-learn tips

Metric Learn ⭐1,078

Metric learning algorithms in Python

Text Analytics With Python ⭐1,066

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Spark Sklearn ⭐1,051

(Deprecated) Scikit-learn integration package for Apache Spark

Sparkit Learn ⭐1,050

PySpark + Scikit-learn = Sparkit-learn

Data Science Complete Tutorial ⭐974

For extensive instructor led learning

A modular active learning framework for Python

Data Science Best Resources ⭐953

Carefully curated resource links for data science in one place

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

Sklearn Porter ⭐933

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

Genetic Programming in Python, with a scikit-learn inspired API

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

Machinelearningstocks ⭐796

Using python and scikit-learn to make stock predictions

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

Scikit Learn Doc Cn ⭐721

scikit-learn机器学习库中文文档翻译项目

Awesome Python Data Science ⭐714

Probably the best curated list of data science software in Python.

Machine Learning With Python ⭐691

Small scale machine learning projects to understand the core concepts

Hyperparameter_hunter ⭐630

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

Windows Machine Learning ⭐623

Samples and Tools for Windows ML.

Hungabunga ⭐605

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

Scikit Multilearn ⭐604

A scikit-learn based module for multi-label et. al. classification

Mljar Supervised ⭐582

Automates Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀

Projectlearn Project Based Learning ⭐580

A curated list of project tutorials for project-based learning.

A graph-based functional API for building complex scikit-learn pipelines.

👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)

Openscoring ⭐530

REST web service for the true real-time scoring (<1 ms) of R, Scikit-Learn and Apache Spark models

SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.

Data Science Portfolio ⭐518

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

Scikit Survival ⭐480

Survival analysis built on top of scikit-learn

Palladium ⭐479

Framework for setting up predictive analytics services

Iterative Stratification ⭐468

scikit-learn cross validators for iterative stratification of multilabel data

Scikit Multiflow ⭐449

A machine learning package for streaming data in Python. The other ancestor of River.

Onnxmltools ⭐443

ONNXMLTools enables conversion of models to ONNX

Sklearn Bayes ⭐418

Python package for Bayesian Machine Learning with scikit-learn API

Machinejs ⭐412

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

Wavelet scattering transforms in Python with GPU acceleration

Actionai ⭐348

custom human activity recognition modules by pose estimation and cascaded inference using sklearn API

Scikit Lego ⭐344

Extra blocks for scikit-learn pipelines.

Thesemicolon ⭐341

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Profanity Check ⭐337

A fast, robust Python library to check for offensive language in strings.

Libfaceid ⭐336

libfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.

Neuraxle ⭐329

A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.

Winerama Recommender Tutorial ⭐325

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

Giotto Tda ⭐324

A high-performance topological machine learning toolbox in Python

Adam_qas ⭐319

ADAM - A Question Answering System. Inspired from IBM Watson

Machine Learning Python ⭐313

機器學習: Python

Deep Learning Wizard ⭐310

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

Ecg Classification ⭐303

Code for training and test machine learning classifiers on MIT-BIH Arrhyhtmia database

Scikit And Tensorflow Workbooks ⭐295

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, and Spark

Sklearn Evaluation ⭐285

scikit-learn model evaluation made easy: plots, tables and markdown reports.

A scikit-learn compatible library for graph kernels

Sktime Dl ⭐276

sktime companion package for deep learning based on TensorFlow

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