Repository Index

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

:zap: A Fast, Extensible Progress Bar for Python and CLI

• progressbar
• progressmeter
• progress-bar
• meter

Statsmodels: statistical modeling and econometrics in Python

• python
• statistics
• econometrics
• data-analysis

A unified framework for machine learning with time series

• time-series
• machine-learning
• scikit-learn
• time-series-classification

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

• data-science
• python
• machine-learning
• pycaret

A light-weight, flexible, and expressive statistical data testing library

• pandas
• validation
• schema
• dataframes

Impress your boss and turn a Jupyter notebook into a beautiful, shareable web app — no callbacks, no frontend, no rewrite.

• notebook-jupyter
• notebooks-jupyter
• notebook-application
• notebook-publish

Scalable and user friendly neural :brain: forecasting algorithms.

• deep-learning
• forecasting
• esrnn
• nbeats

Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more

A curated list of data mining papers about fraud detection.

• fraud-detection
• fraud-prevention
• fraud-checker
• fraud-management

MLBox is a powerful Automated Machine Learning python library.

• machine-learning
• auto-ml
• kaggle
• deep-learning

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

• python
• sklearn
• data-science
• framework

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

• data-harmonization
• data-science
• depression
• harmonisation