Top 9 Python machine-learning-library Projects

rasa

16 17,951 9.6 Python

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Project mention: 🔥🚀 Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot 🤖💬 | dev.to | 2023-11-06

Support Rasa on GitHub ⭐

igel

11 3,080 1.1 Python

a delightful machine learning tool that allows you to train, test, and use models without writing code
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
thinc

4 2,787 6.9 Python

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

Project mention: JAX – NumPy on the CPU, GPU, and TPU, with great automatic differentiation | news.ycombinator.com | 2023-09-28

Agree, though I wouldn’t call PyTorch a drop-in for NumPy either. CuPy is the drop-in. Excepting some corner cases, you can use the same code for both. Thinc’s ops work with both NumPy and CuPy:
https://github.com/explosion/thinc/blob/master/thinc/backend...

tabnet

8 2,476 4.8 Python

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
modAL

4 2,137 1.9 Python

A modular active learning framework for Python
magnitude

5 1,610 0.0 Python

A fast, efficient universal vector embedding utility package.
pretty-print-confusion-matrix

1 507 0.0 Python

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Machine-Learning-Guide

6 433 6.2 Python

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.
TalkToModel

1 102 2.9 Python

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).