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The Top 23 Data Science Sklearn Open Source Projects

Open source projects categorized as Data Science Sklearn
Categories > Data Processing > Data Science
Igel ⭐ 3,037
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit a year ago
Awesome Python Data Science ⭐ 2,126
Probably the best curated list of data science software in Python.
most recent commit 6 months ago
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit 2 years ago
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44most recent commit 4 months agopypi imodels} Downloads
Sklearn Porter ⭐ 1,150
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
total releases 20most recent commit 2 years ago
Mapie ⭐ 1,089
A scikit-learn-compatible module for estimating prediction intervals.
dependent packages 5total releases 21most recent commit 3 months agopypi MAPIE} Downloads
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
most recent commit 3 years ago
Datastream.io ⭐ 761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
most recent commit 4 years ago
Daily Dose Of Data Science ⭐ 691
A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/
most recent commit 5 months ago
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
total releases 16most recent commit 3 years ago
The Elements Of Statistical Learning Python Notebooks ⭐ 441
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
most recent commit 3 years ago
Sklearn Evaluation ⭐ 429
Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.
dependent packages 3total releases 48most recent commit 3 months agopypi sklearn-evaluation} Downloads
Thesemicolon ⭐ 312
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
most recent commit 6 years ago
Openuba ⭐ 264
A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [PRE-ALPHA]
most recent commit a year ago
Imbalanced Ensemble ⭐ 234
Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库
dependent packages 4total releases 10most recent commit 9 months agopypi imbalanced-ensemble} Downloads
Codeflare ⭐ 199
Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.
total releases 4most recent commit 7 months ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Skpro ⭐ 173
A unified framework for tabular probabilistic regression and probability distributions in python
dependent packages 1total releases 6most recent commit 3 months agopypi skpro} Downloads
Automl_alex ⭐ 171
State-of-the art Automated Machine Learning python library for Tabular Data
total releases 35most recent commit a year ago
Boostaroota ⭐ 139
A fast xgboost feature selection algorithm
dependent packages 2total releases 5most recent commit 6 years agopypi boostaroota} Downloads
Ds Ai Tech Notes ⭐ 138
📖 [译] 数据科学和人工智能技术笔记
dependent packages 2total releases 2most recent commit 2 years agonpm ds-ai-tech-notes} Downloads
Hcrystalball ⭐ 135
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
dependent packages 1total releases 10most recent commit 2 years ago
Qlik Py Tools ⭐ 132
Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).
most recent commit 3 years ago
The 10 Most Depended On Data Science Sklearn Open Source Projects
Mapie ⭐ 1,089
A scikit-learn-compatible module for estimating prediction intervals.
dependent packages 5total releases 21latest release September 14, 2023most recent commit 3 months agopypi MAPIE} Downloads
Imbalanced Ensemble ⭐ 234
Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库
dependent packages 4total releases 10latest release July 22, 2023most recent commit 9 months agopypi imbalanced-ensemble} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Sdk ⭐ 89
Metadata store for Production ML
dependent packages 3total releases 461latest release July 06, 2022most recent commit 2 years agopypi layer} Downloads
Linora ⭐ 11
Simple and efficient tools for data science.
dependent packages 3total releases 45latest release August 04, 2023most recent commit 3 months agopypi linora} Downloads
Ds Ai Tech Notes ⭐ 138
:book: [译] 数据科学和人工智能技术笔记
dependent packages 2total releases 2latest release March 20, 2022most recent commit 2 years agonpm ds-ai-tech-notes} Downloads
Boostaroota ⭐ 139
A fast xgboost feature selection algorithm
dependent packages 2total releases 5latest release January 22, 2018most recent commit 6 years agopypi boostaroota} Downloads
Wvpy ⭐ 7
Tools to convert from Jupyter notebooks to and from Python .py files, and render.
dependent packages 1total releases 32latest release June 27, 2022most recent commit 3 months agopypi wvpy} Downloads
Skpro ⭐ 173
A unified framework for tabular probabilistic regression and probability distributions in python
dependent packages 1total releases 6latest release November 03, 2023most recent commit 3 months agopypi skpro} Downloads
The 10 Latest Releases In Data Science Sklearn Open Source Projects
Skpro ⭐ 173
A unified framework for tabular probabilistic regression and probability distributions in python
dependent packages 1total releases 6latest release November 03, 2023most recent commit 3 months agopypi skpro} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Mapie ⭐ 1,089
A scikit-learn-compatible module for estimating prediction intervals.
dependent packages 5total releases 21latest release September 14, 2023most recent commit 3 months agopypi MAPIE} Downloads
Skippa ⭐ 43
SciKIt-learn Pipeline in PAndas
total releases 17latest release August 18, 2023most recent commit 8 months ago
Linora ⭐ 11
Simple and efficient tools for data science.
dependent packages 3total releases 45latest release August 04, 2023most recent commit 3 months agopypi linora} Downloads
Imbalanced Ensemble ⭐ 234
Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库
dependent packages 4total releases 10latest release July 22, 2023most recent commit 9 months agopypi imbalanced-ensemble} Downloads
Automl_alex ⭐ 171
State-of-the art Automated Machine Learning python library for Tabular Data
total releases 35latest release March 09, 2023most recent commit a year ago
Sdk ⭐ 89
Metadata store for Production ML
dependent packages 3total releases 461latest release July 06, 2022most recent commit 2 years agopypi layer} Downloads
Wvpy ⭐ 7
Tools to convert from Jupyter notebooks to and from Python .py files, and render.
dependent packages 1total releases 32latest release June 27, 2022most recent commit 3 months agopypi wvpy} Downloads
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