1448 Open source projects that are alternatives of or similar to Scikit Learn

🍧 A repository that contains courses I have taken on DataCamp

Create HTML profiling reports from pandas DataFrame objects

Probably the best curated list of data science software in Python.

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

Advanced and Fast Data Transformation in R

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

An open source book to learn data science, data analysis and machine learning, suitable for all ages!

Multi-class confusion matrix library in Python

Java dataframe and visualization library

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

A Dynamic Web Toolbox for Interactive Data Processing, Analysis, and Visualization

Visualize and compare datasets, target values and associations, with one line of code.

Curated list of Python resources for data science.

Notes for Deep Learning Specialization Courses led by Andrew Ng.

scikit-mobility: mobility analysis in Python

Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction

Statsmodels: statistical modeling and econometrics in Python

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types, continuous memory storage, and no pointers are involved

football (soccer) datasets

Scripts + data to recreate analyses published on http://benjaminlmoore.wordpress.com and http://blm.io

Introduction to Data Science

PyMC3 educational resources

Roadmap to becoming an Artificial Intelligence Expert in 2021

Open Machine Learning Course

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

simple tools for data cleaning in R

🚚 Agile Data Preparation Workflows made easy with dask, cudf, dask_cudf and pyspark

Python tools for data analysis

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

A resource list for causality in statistics, data science and physics

model-describer : Making machine learning interpretable to humans

Learn Julia the hard way!

The Art of Data Science

Resources for weekly Data Science Lunch & Learns

A Julia machine learning framework

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

《python数据分析与挖掘实战》的代码笔记

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

USC urban data science course series with Python and Jupyter

Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.

Example projects, code, and documents for comparing Mathematica with R.

Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.

I will update this repository to learn Machine learning with python with statistics content and materials

dataCompareR is an R package that allows users to compare two datasets and view a report on the similarities and differences.

OpenRefine is a free, open source power tool for working with messy data and improving it

Carefully curated resource links for data science in one place

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Lifetime value in Python

A visualisation tool for the creation and analysis of graphs

Actively curated list of awesome BI tools. PRs welcome!

📢 Ready to learn or review your knowledge!

Measure and visualize machine learning model performance without the usual boilerplate.

Data Analysis program and framework for materials science data analytics, based on the managing framework SIMPL framework.

A Python package for building Bayesian models with TensorFlow or PyTorch

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

数据接口：百度、谷歌、头条、微博指数,宏观数据，利率数据，货币汇率，千里马、独角兽公司，新闻联播文字稿，影视票房数据，高校名单，疫情数据…

A simple Spark-powered ETL framework that just works 🍺