scikit-learn

scikit-learn is a Python module for machine learning.

There are 23,644 repositories under scikit-learn topic.

ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python ml python r scikit-learn scikit-learn-python
Language:HTML 66895
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
43307
jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
jupyter-notebook matplotlib numpy pandas python scikit-learn
Language:Jupyter Notebook 41476
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 38051
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 26467
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 25095
onnx / onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks dnn keras machine-learning ml mxnet neural-network onnx pytorch scikit-learn tensorflow
Language:Python 16838
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
15325
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 13548
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
Language:C++ 12682
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 12133
dask / dask
Parallel computing with task scheduling
dask numpy pandas pydata python scikit-learn scipy
Language:Python 11995
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 9497
Yorko / mlcourse.ai
Open Machine Learning Course
algorithms data-analysis data-science docker ipynb kaggle-inclass machine-learning math matplotlib numpy pandas plotly python scikit-learn scipy seaborn vowpal-wabbit
Language:Python 9393
ljpzzz / machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
algorithms machinelearning reinforcementlearning scikit-learn
Language:Jupyter Notebook 8083
sktime
sktime / sktime
A unified framework for machine learning with time series
data-mining data-science forecasting hacktoberfest machine-learning scikit-learn time-series time-series-analysis time-series-classification time-series-regression
Language:Python 7403
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 7402
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
automl machine-learning data-science deep-learning ensemble-learning 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 python
Language:Python 7109
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 7071
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 7019
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++ 5997
skorch-dev / skorch
A scikit-learn compatible neural network library that wraps PyTorch
hacktoberfest huggingface machine-learning pytorch scikit-learn
Language:Jupyter Notebook 5621
apachecn / sklearn-doc-zh
:book: [译] scikit-learn（sklearn）中文文档
documentation machine-learning python scikit-learn
Language:CSS 5033
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 4607
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:Jupyter Notebook 4506
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 4389
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 4198
flower
adap / flower
Flower: A Friendly Federated Learning 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 4175
PipelineAI / pipeline
PipelineAI
machine-learning artificial-intelligence tensorflow kubernetes cassandra spark kafka airflow docker redis neural-network gpu pipelineai tfx keras kubeflow pytorch scikit-learn
Language:Jsonnet 4160
microsoft / FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
automl hyperparam automated-machine-learning machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn deep-learning natural-language-processing natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data
Language:Jupyter Notebook 3676
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 3643
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 3619
God-Level-Data-Science-ML-Full-Stack
hemansnation / God-Level-Data-Science-ML-Full-Stack
A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
python datastructures numpy pandas matplotlib scikit-learn machine-learning deep-learning pytorch data-science computer-vision data-structures-and-algorithms data-visualization mlops natural-language-processing statistics tableau data-engineering data-system-design
Language:Jupyter Notebook 3471
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 3324
microsoft / hummingbird
Hummingbird compiles trained ML models into tensor computation for faster inference.
machine-learning neural-networks pytorch scikit-learn tensor-computation
Language:Python 3302
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
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