Top 10 Python machine-learning-library Projects

rasa

16 18,101 9.3 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
Scout Monitoring

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Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
thinc

4 2,801 7.3 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 2,520 2.2 Python

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

4 2,152 1.9 Python

A modular active learning framework for Python
magnitude

5 1,614 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 featured

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.
reclist

1 452 7.8 Python

Behavioral "black-box" testing for recommender systems
Machine-Learning-Guide

6 460 6.2 Python

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

1 103 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).

Python machine-learning-library related posts

modAL VS encord-active - a user suggested alternative

2 projects | 12 Apr 2023
Problem with RASA Open Source "The client is using an unsupported version of the Socket.IO or Engine.IO"

1 project | /r/learnprogramming | 20 Mar 2023
Time series data into a CNN

1 project | /r/learnmachinelearning | 1 Mar 2023
[P] Stable Diffusion in Tensorflow / Keras

1 project | /r/MachineLearning | 19 Sep 2022
[D] Opinions about TabNet

2 projects | /r/MachineLearning | 3 Aug 2022
Seek alternative to Wix chatbox.

1 project | /r/webdev | 28 May 2022
What are frameworks/tools used for Human-In-The-Loop (active) learning ?

1 project | /r/computervision | 23 May 2022
A note from our sponsor - SaaSHub
www.saashub.com | 3 Jun 2024

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Index

What are some of the best open-source machine-learning-library projects in Python? This list will help you:

	Project	Stars
1	rasa	18,101
2	igel	3,080
3	thinc	2,801
4	tabnet	2,520
5	modAL	2,152
6	magnitude	1,614
7	pretty-print-confusion-matrix	507
8	reclist	452
9	Machine-Learning-Guide	460
10	TalkToModel	103