A set of tools for Dynamic Design Patterns in Python

Run-time type checker for Python

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Data validation using Python type hints

A playbook for systematically maximizing the performance of deep learning models.

A Declarative HTTP Client for Python

Real-time microphone noise suppression on Linux.

Implementation of TabTransformer, attention network for tabular data, in Pytorch

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

A Python library to access ISO country, subdivision, language, currency and script definitions and their translations.

nannyml: post-deployment data science in python

Template for enterprise application using Dash frontend with Flask backend

The dash-extensions package is a collection of utility functions, syntax extensions, and Dash components that aim to improve the Dash development experience

A simple and efficient tool to parallelize Pandas operations on all available CPUs

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

Feathr – A scalable, unified data and AI engineering platform for enterprise

A tool to convert tabular data into images, in order to be used by CNNs Inspired by the "DeepInsight" paper.

Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks

AI's query engine - Platform for building AI that can learn and answer questions over federated data.

Requests + Gevent = <3

Fast SHAP value computation for interpreting tree-based models

Rally provides a framework for performance analysis and benchmarking of individual OpenStack components as well as full production OpenStack cloud deployments. Mirror of code maintained at opendev.…

Restoring and attributing ancient texts using deep neural networks

The Open Source Feature Store for AI/ML

plotting on terminal

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's …

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.