scikit-learn

scikit-learn is a Python module for machine learning.

There are 25,253 repositories under scikit-learn topic.

ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ml data-science machine-learning machine-learning-algorithms machinelearning python machinelearning-python scikit-learn scikit-learn-python r education microsoft-for-beginners
Language:HTML 71477
Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
46711
jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
jupyter-notebook matplotlib numpy pandas python scikit-learn
Language:Jupyter Notebook 44112
apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
fp-growth apriori mahchine-leaning naivebayes svm adaboost kmeans svd pca logistic regression recommendedsystem sklearn scikit-learn nlp deeplearning python dnn lstm rnn
Language:Python 40357
donnemartin / data-science-ipython-notebooks
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.
aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano
Language:Python 27999
ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
deep-learning deprecated distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow
Language:Jupyter Notebook 25330
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
automl chatgpt data-analysis data-science data-visualization data-visualizations deep-learning gpt gpt-3 jax keras machine-learning ml nlp python pytorch scikit-learn tensorflow transformer
19822
onnx / onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras scikit-learn ml machine-learning dnn
Language:Python 18653
onnxruntime
microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow
Language:C++ 16028
virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
business-intelligence computer-vision data-science datascience guide guidelines hacktoberfest learning learning-python machine-learning machine-vision nlp path python scikit-learn statistics study studypath tensorflow virgilio
Language:Jupyter Notebook 14041
dask / dask
Parallel computing with task scheduling
dask numpy pandas pydata python scikit-learn scipy
Language:Python 13040
rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
data-mining data-science logistic-regression machine-learning machine-learning-algorithms neural-network python scikit-learn
Language:Jupyter Notebook 12357
Yorko / mlcourse.ai
Open Machine Learning Course
machine-learning data-analysis data-science pandas algorithms numpy scipy matplotlib seaborn plotly scikit-learn kaggle-inclass vowpal-wabbit python ipynb docker math
Language:Python 9947
EpistasisLab / tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
adsp ag066833 aiml alzheimer alzheimers automated-machine-learning automation automl data-science feature-engineering gradient-boosting hyperparameter-optimization machine-learning model-selection nia parameter-tuning python random-forest scikit-learn u01ag066833
Language:Jupyter Notebook 9865
autogluon
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning
Language:Python 8566
ljpzzz / machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
algorithms machinelearning reinforcementlearning scikit-learn
Language:Jupyter Notebook 8472
sktime
sktime / sktime
A unified framework for machine learning with time series
ai anomaly-detection changepoint-detection data-mining data-science forecasting hacktoberfest machine-learning scikit-learn sktime time-series time-series-analysis time-series-classification time-series-regression time-series-segmentation
Language:Python 8260
automl / auto-sklearn
Automated Machine Learning with scikit-learn
automated-machine-learning automl bayesian-optimization hyperparameter-optimization hyperparameter-search hyperparameter-tuning meta-learning metalearning scikit-learn smac
Language:Python 7773
featuretools
alteryx / featuretools
An open source python library for automated feature engineering
automated-feature-engineering automated-machine-learning automl data-science feature-engineering machine-learning python scikit-learn
Language:Python 7387
rasbt / python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
data-science deep-learning machine-learning python scikit-learn tensorflow
Language:Jupyter Notebook 7154
interpretml / interpret
Fit interpretable models. Explain blackbox machine learning.
ai artificial-intelligence bias blackbox differential-privacy explainability explainable-ai explainable-ml gradient-boosting iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml interpretml machine-learning scikit-learn transparency xai
Language:C++ 6427
skorch-dev / skorch
A scikit-learn compatible neural network library that wraps PyTorch
hacktoberfest huggingface machine-learning pytorch scikit-learn
Language:Jupyter Notebook 5984
flower
adap / flower
Flower: A Friendly Federated AI Framework
ai android artificial-intelligence cpp deep-learning federated-analytics federated-learning federated-learning-framework fleet-intelligence fleet-learning flower framework grpc ios machine-learning python pytorch raspberry-pi scikit-learn tensorflow
Language:Python 5568
apachecn / sklearn-doc-zh
:book: [译] scikit-learn（sklearn）中文文档
documentation machine-learning python scikit-learn
Language:CSS 5154
orange3
biolab / orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
classification clustering data-mining data-science data-visualization decision-trees machine-learning numpy orange orange3 pandas plotting python random-forest regression scikit-learn scipy visual-programming visualization
Language:Python 5038
machine_learning_complete
Nyandwi / machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow
Language:Jupyter Notebook 4788
python-machine-learning-book-3rd-edition
rasbt / python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
deep-learning machine-learning scikit-learn tensorflow
Language:Jupyter Notebook 4762
yellowbrick
DistrictDataLabs / yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
anaconda estimator machine-learning matplotlib model-selection python scikit-learn visual-analysis visualization visualizer
Language:Python 4323
PipelineAI / pipeline
PipelineAI
airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx
Language:Jsonnet 4171
Xtremilicious / projectlearn-project-based-learning
A curated list of project tutorials for project-based learning.
artificial-intelligence flutter game-development learning-by-doing machine-learning mobile-development project-based-learning projects python react scikit-learn tensorflow tutorials unity vue web-development
Language:TypeScript 4111
microsoft / FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
automated-machine-learning automl classification data-science deep-learning finetuning hyperparam hyperparameter-optimization jupyter-notebook machine-learning natural-language-generation natural-language-processing python random-forest regression scikit-learn tabular-data timeseries-forecasting tuning
Language:Jupyter Notebook 4076
machine-learning-book
rasbt / machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
deep-learning machine-learning neural-networks pytorch scikit-learn
Language:Jupyter Notebook 4048
TarrySingh / 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.
artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch
Language:Python 3838
justmarkham / scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
data-science jupyter-notebook machine-learning python scikit-learn tutorial
Language:Jupyter Notebook 3693
christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
albert bert clustering convolutional-neural-networks dbscan deep-learning gan gans gpt huggingface-transformers keras keras-tensorflow machine-learning neural-networks pytorch pytorch-implementation pytorch-tutorial scikit-learn tensorflow transformers
3566
god-level-ai
hemansnation / god-level-ai
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
computer-vision data-engineering data-science data-structures-and-algorithms data-system-design data-visualization datastructures deep-learning machine-learning matplotlib mlops natural-language-processing numpy pandas python pytorch scikit-learn statistics tableau
Language:Jupyter Notebook 3554

scikit-learn

microsoft / ML-For-Beginners

Avik-Jain / 100-Days-Of-ML-Code

jakevdp / PythonDataScienceHandbook

apachecn / ailearning

donnemartin / data-science-ipython-notebooks

ageron / handson-ml

ml-tooling / best-of-ml-python

onnx / onnx

microsoft / onnxruntime

virgili0 / Virgilio

dask / dask

rasbt / python-machine-learning-book

Yorko / mlcourse.ai

EpistasisLab / tpot

autogluon / autogluon

ljpzzz / machinelearning

sktime / sktime

automl / auto-sklearn

alteryx / featuretools

rasbt / python-machine-learning-book-2nd-edition

interpretml / interpret

skorch-dev / skorch

adap / flower

apachecn / sklearn-doc-zh

biolab / orange3

Nyandwi / machine_learning_complete

rasbt / python-machine-learning-book-3rd-edition

DistrictDataLabs / yellowbrick

PipelineAI / pipeline

Xtremilicious / projectlearn-project-based-learning

microsoft / FLAML

rasbt / machine-learning-book

TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

justmarkham / scikit-learn-videos

christianversloot / machine-learning-articles

hemansnation / god-level-ai

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