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Top 354 scikit-learn open source projects

Artificial Intelligence Deep Learning Machine Learning Tutorials

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.

Datacamp Python Data Science Track

All the slides, accompanying code and exercises all stored in this repo. 🎈

✭ 250

python nlp data-science neural-network natural-language-processing neural-networks pandas scikit-learn machinelearning datascience

Orange3

🍊 📊 💡 Orange: Interactive data analysis

✭ 3,152

python cython machine-learning data-science visualization data-visualization classification numpy pandas scikit-learn clustering data-mining regression plotting random-forest scipy decision-trees orange orange3

Porndetector

Porn images detector with python, tensorflow, scikit-learn and opencv.

✭ 248

python tensorflow opencv scikit-learn

Tune Sklearn

A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.

✭ 241

python scikit-learn automl bayesian-optimization hyperparameter-tuning

Igel

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

Text Classification

Machine Learning and NLP: Text Classification using python, scikit-learn and NLTK

✭ 239

python jupyter-notebook nlp scikit-learn text-classification machinelearning nltk

Eland

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

✭ 235

python machine-learning elasticsearch data-analysis pandas big-data scikit-learn etl dataframe lightgbm

Jetson Containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

✭ 223

shell machine-learning docker pytorch tensorflow containers numpy pandas scikit-learn nvidia dockerfiles

Kagglestruggle

Kaggle Struggle

✭ 228

python jupyter-notebook machine-learning pandas scikit-learn matplotlib

Svm mnist digit classification

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.

✭ 226

python scikit-learn

Deeplearning cv notes

📓 deepleaning and cv notes.

✭ 223

python matlab jupyter-notebook tensorflow opencv deeplearning numpy scikit-learn matplotlib

Amazing Feature Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

✭ 218

jupyter-notebook deep-learning machine-learning data-science data-visualization data-analysis scikit-learn data-mining feature-extraction feature-engineering features

Spherecluster

Clustering routines for the unit sphere

✭ 219

python scikit-learn

Auto viml

Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

✭ 216

python python3 machine-learning scikit-learn automl xgboost automated-machine-learning

Stocksensation

基于情感字典和机器学习的股市舆情情感分类可视化Web

✭ 215

javascript python machine-learning django bootstrap data-visualization scikit-learn word2vec stock

Hydro Serving

MLOps Platform

✭ 213

machine-learning tensorflow serverless spark realtime scikit-learn models mustache pipelines serving

Hummingbird

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

✭ 2,704

python Jupyter Notebook machine-learning pytorch neural-networks scikit-learn tensor-computation

Sklearn Onnx

Convert scikit-learn models and pipelines to ONNX

✭ 206

python scikit-learn onnx

Eli5

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

✭ 2,477

python Jupyter Notebook machine-learning nlp data-science scikit-learn xgboost lightgbm inspection explanation crfsuite

Lale

Library for Semi-Automated Data Science

✭ 198

python machine-learning data-science artificial-intelligence scikit-learn automl hyperparameter-optimization hyperparameter-tuning interoperability automated-machine-learning

Data Science Projects With Python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

✭ 198

python jupyter-notebook machine-learning data-science numpy pandas scikit-learn pandas-dataframe

Explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.

✭ 196

jupyter-notebook machine-learning scikit-learn interpretability transparency

Shallowlearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

✭ 196

python machine-learning neural-network scikit-learn text-classification word2vec text-mining word-embeddings supervised-learning fasttext gensim online-learning

Imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

✭ 194

python jupyter-notebook machine-learning tutorial data-science artificial-intelligence demo ai statistics scikit-learn ml supervised-learning interpretability

Sklearn Benchmarks

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

✭ 194

python jupyter-notebook machine-learning scikit-learn benchmarking

Bet On Sibyl

Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)

✭ 190

python jupyter-notebook machine-learning algorithms selenium scikit-learn machine-learning-algorithms machinelearning web-scraping beautifulsoup

Pqkmeans

Fast and memory-efficient clustering

✭ 189

jupyter-notebook computer-vision scikit-learn clustering

Virgilio

Virgilio is developed and maintained by these awesome people. You can email us virgilio.datascience (at) gmail.com or join the Discord chat.

Hyperactive

A hyperparameter optimization and data collection toolbox for convenient and fast prototyping of machine-learning models.

✭ 182

python deep-learning machine-learning pytorch data-science keras artificial-intelligence optimization scikit-learn metadata parallel-computing xgboost hyperparameter-optimization meta-learning neural-architecture-search feature-engineering bayesian-optimization automated-machine-learning

Practical Machine Learning With Python

Machine Learning Tutorials in Python

✭ 183

python jupyter-notebook machine-learning tensorflow scikit-learn

Bert Sklearn

a sklearn wrapper for Google's BERT model

✭ 182

jupyter-notebook pytorch nlp natural-language-processing scikit-learn named-entity-recognition transfer-learning ner language-model

Skggm

Scikit-learn compatible estimation of general graphical models

✭ 177

python machine-learning scikit-learn ensemble-learning

Mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

✭ 2,308

python javascript cython C++shell c machine-learning pytorch tensorflow numpy pandas scikit-learn xgboost tensor dataframe lightgbm dask ray statsmodels joblib

Scikit Plot

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

✭ 2,162

python machine-learning data-science visualization scikit-learn plotting plot

Python Machine Learning Book 3rd Edition

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

✭ 2,883

Jupyter Notebook deep-learning machine-learning tensorflow scikit-learn

Machine Learning And Reinforcement Learning In Finance

Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering

✭ 173

python jupyter-notebook machine-learning tensorflow reinforcement-learning finance scikit-learn coursera tensorflow-examples

Stacking

Stacked Generalization (Ensemble Learning)

✭ 173

python scikit-learn prediction xgboost ensemble-learning stacking

Pymc Learn

pymc-learn: Practical probabilistic machine learning in Python

✭ 164

python scikit-learn

Cheatsheets.pdf

📚 Various cheatsheets in PDF

✭ 159

python r python3 jupyter-notebook deep-learning django keras jquery jupyter numpy pandas scikit-learn cheatsheet apache-spark ipython cheatsheets cheat-sheets django-framework

Stability Selection

scikit-learn compatible implementation of stability selection.

✭ 155

python machine-learning statistics scikit-learn

Emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

✭ 154

python c machine-learning tensorflow keras neural-networks scikit-learn inference microcontroller embedded-systems random-forest classifier

Python Clustering Exercises

Jupyter Notebook exercises for k-means clustering with Python 3 and scikit-learn

✭ 153

python3 jupyter-notebook scikit-learn clustering notebook

Machine Learning With Python

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

Hands On Machine Learning With Scikit Learn Keras And Tensorflow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

✭ 151

jupyter-notebook deep-learning machine-learning artificial-intelligence neural-networks scikit-learn

Ml Workspace

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

Pymo

A library for machine learning research on motion capture data

✭ 150

python machine-learning library scikit-learn

Dash Svm

Interactive SVM Explorer, using Dash and scikit-learn

✭ 147

python scikit-learn dash svm plotly-dash

M2cgen

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

✭ 1,962

python java powershell dart rust Visual Basic .NET machine-learning scikit-learn xgboost lightning lightgbm statistical-learning statsmodels

Pyensemble

An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn

✭ 145

python scikit-learn

Python Machine Learning Book

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

✭ 11,428

Jupyter Notebook machine-learning data-science neural-network scikit-learn data-mining machine-learning-algorithms logistic-regression

Ml Forex Prediction

Predicting Forex Future Price with Machine Learning

✭ 142

python jupyter-notebook machine-learning scikit-learn ml

Py4chemoinformatics

Python for chemoinformatics

✭ 140

python jupyter-notebook jupyter scikit-learn cheminformatics

Python Cheat Sheet

Python Cheat Sheet NumPy, Matplotlib

✭ 1,739

python data-science numpy pandas scikit-learn python-cheat-sheets

Practical Machine Learning With Python

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.