whakapai

Various Data Science Python packages to be available on Pypi

Here are the packages. All are available, but in different stages of progress. For details please visit the corresponding package home directory.

Data Exploration (matumizi)

About 100 data exploration functions pulled from various open source libraries along with few hundred other utility function. More details in

Package home directory
TestPyPi for package

Heuristic Optimization (arotau)

Contains nature inspired heuristic optimization solutions

Package home directory
TestPyPi for package

Reinforcement Learning(RL) and Multi Arm Bandit(MAB) (qinisa)

Supports multiple MAB algorithms and classic RL algorithms

Package home directory
TestPyPi for package

No Code PyTorch framework (torvik)

Support PyTorch models including MLP, LSTM, AutoEncoder , GCN and Contrastive Learning . Will be adding VAE and Transformer For any model, all you have to do is to create a config file. No Python code needed. More details in

Package home directory
TestPyPi for package

Everyting Time series including EDA, forecasting, classification, anomaly detection (zaman)