scikit-learn

scikit-learn is a Python module for machine learning.

There are 19,513 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
Language:Jupyter Notebook 45477
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
40454
jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
scikit-learn numpy python jupyter-notebook matplotlib pandas
Language:Jupyter Notebook 37906
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 34966
ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
tensorflow scikit-learn machine-learning python deep-learning neural-network ml distributed jupyter-notebook deprecated
Language:Jupyter Notebook 24976
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 24817
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 14344
virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
tensorflow machine-learning machine-vision datascience scikit-learn python guide guidelines path study studypath learning learning-python computer-vision nlp statistics business-intelligence data-science virgilio hacktoberfest
Language:Jupyter Notebook 13408
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations deep-learning automl ml jax transformer data-analysis chatgpt gpt gpt-3
13118
rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
machine-learning machine-learning-algorithms logistic-regression data-science data-mining python scikit-learn neural-network
Language:Jupyter Notebook 11815
dask / dask
Parallel computing with task scheduling
dask numpy pandas pydata python scikit-learn scipy
Language:Python 10852
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:Python 8991
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 8685
onnxruntime
microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
deep-learning onnx neural-networks machine-learning ai-framework hardware-acceleration pytorch tensorflow scikit-learn hacktoberfest
Language:C++ 8669
ljpzzz / machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
machinelearning algorithms scikit-learn reinforcementlearning
Language:Jupyter Notebook 7473
automl / auto-sklearn
Automated Machine Learning with scikit-learn
automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac
Language:Python 6804
rasbt / python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
machine-learning deep-learning python scikit-learn tensorflow data-science
Language:Jupyter Notebook 6793
featuretools
alteryx / featuretools
An open source python library for automated feature engineering
feature-engineering machine-learning data-science automated-machine-learning automl python scikit-learn automated-feature-engineering
Language:Python 6573
sktime
sktime / sktime
A unified framework for machine learning with time series
time-series machine-learning scikit-learn time-series-classification time-series-regression forecasting time-series-analysis data-science data-mining
Language:Python 6291
autogluon / autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
automl machine-learning data-science deep-learning ensemble-learning image-classification computer-vision natural-language-processing structured-data object-detection gluon transfer-learning pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series forecasting
Language:Python 5514
interpretml / interpret
Fit interpretable models. Explain blackbox machine learning.
machine-learning interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency iml interpretable-ml explainable-ml explainability bias ai artificial-intelligence explainable-ai differential-privacy
Language:C++ 5379
skorch-dev / skorch
A scikit-learn compatible neural network library that wraps PyTorch
scikit-learn pytorch machine-learning hacktoberfest
Language:Jupyter Notebook 5084
apachecn / sklearn-doc-zh
:book: [译] scikit-learn（sklearn）中文文档
python scikit-learn documentation machine-learning
Language:CSS 4821
PipelineAI / pipeline
PipelineAI Kubeflow Distribution
machine-learning artificial-intelligence tensorflow kubernetes cassandra spark kafka airflow docker redis neural-network gpu pipelineai tfx keras kubeflow pytorch scikit-learn
Language:Jsonnet 4153
orange3
biolab / orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
data-mining data-science machine-learning data-visualization orange python scikit-learn numpy scipy pandas decision-trees clustering visualization orange3 random-forest plotting classification regression visual-programming
Language:Python 4013
yellowbrick
DistrictDataLabs / yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
machine-learning visual-analysis model-selection visualization scikit-learn visualizer matplotlib python estimator anaconda
Language:Python 3951
machine_learning_complete
Nyandwi / machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
machine-learning deep-learning data-science neural-networks computer-vision nlp tensorflow keras scikit-learn pandas matplotlib seaborn python numpy data-analysis open-source data-visualization datascience
Language:HTML 3871
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 3854
justmarkham / scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
scikit-learn machine-learning data-science jupyter-notebook tutorial python
Language:Jupyter Notebook 3535
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.
machine-learning deep-learning tensorflow python pytorch keras lua matplotlib aws kaggle pandas scikit-learn torch artificial-intelligence neural-network convolutional-neural-networks tensorflow-tutorials python-data ipython-notebook capsule-network
Language:Python 3371
microsoft / hummingbird
Hummingbird compiles trained ML models into tensor computation for faster inference.
machine-learning neural-networks scikit-learn pytorch tensor-computation
Language:Python 3108
igel
nidhaloff / igel
a delightful machine learning tool that allows you to train, test, and use models without writing code
machine-learning machinelearning machine-learning-algorithms machine-learning-library artificial-intelligence neural-network neural-networks sklearn scikit-learn scikitlearn-machine-learning data-science data-analysis preprocessing automation automl automl-experiments hacktoberfest hacktoberfest2021
Language:Python 3033
ml-workspace
ml-tooling / ml-workspace
🛠 All-in-one web-based IDE specialized for machine learning and data science.
machine-learning deep-learning data-science docker jupyter jupyter-lab python anaconda tensorflow pytorch neural-networks data-analysis scikit-learn r gpu jupyter-notebook kubernetes data-visualization vscode nlp
Language:Jupyter Notebook 2994
tirthajyoti / Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
numpy statistics pandas matplotlib regression scikit-learn classification clustering decision-trees random-forest dimensionality-reduction neural-network deep-learning artificial-intelligence data-science machine-learning k-nearest-neighbours naive-bayes pytest flask
Language:Jupyter Notebook 2667
TeamHG-Memex / eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
scikit-learn machine-learning xgboost lightgbm crfsuite inspection explanation nlp data-science python
Language:Jupyter Notebook 2655
mars-project / mars
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
python numpy tensor pandas machine-learning scikit-learn tensorflow pytorch xgboost lightgbm ray statsmodels joblib dataframe dask
Language:Python 2571

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