Python online-learning

Open-source Python projects categorized as online-learning | Edit details
Related topics: #Python #incremental-learning #Pytorch #Machine Learning #Computer Vision

Top 5 Python online-learning Projects

  • GitHub repo river

    🌊 Online machine learning in Python

    Project mention: [D] How do you deal with covariate shift and concept drift in production? | reddit.com/r/MachineLearning | 2021-10-28

    Have a look at here: https://github.com/online-ml/river

  • GitHub repo HyperGAN

    Composable GAN framework with api and user interface

    Project mention: Machine learning software that generates images? | reddit.com/r/AskProgramming | 2021-11-15

    And then there's software already prebaked that can do it, but its really taxing on a pc, its called hyperGAN.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo continuum

    A clean and simple data loading library for Continual Learning (by Continvvm)

    Project mention: Ask HN: What are some tools / libraries you built yourself? | news.ycombinator.com | 2021-05-16

    I've built with a collegue Continuum: https://github.com/Continvvm/continuum

    It's a library giving utilities to handle data in Continual Learning, a subfield of Machine/Deep-learning where data comes incrementally.

    There are others actors in the field that came atfer us and do more ads about their slightly similar library, but we manage to produce something useful to many PhD students, so that's a win for me.

  • GitHub repo matrix-factorization

    Library for matrix factorization for recommender systems using collaborative filtering

    Project mention: Recently launched my first end-to-end ML app! A film recommender system based on matrix factorization, built for Letterboxd users. | reddit.com/r/learnmachinelearning | 2021-02-26

    I originally tried using RiverML, which is dedicated to online ML, but after a ton of tweaking I still wasn't satisfied. In the end, I used the matrix-factorization library, which is not at all flashy but worked much, much better. By adjusting the learning rate and epochs for feeding new ratings into the model I can adjust how "personalized" the ratings are, and after a few days of messing with it I got it where I wanted it.

  • GitHub repo Newton-Classroom-Automation

    A bot to join all classes in Newton Classroom.

    Project mention: Join online classes automatically from Newton Classrooms | reddit.com/r/india | 2021-06-15

    This is a bot to join the online classes hosted by Newton Classrooms automatically. Instructions are present in the readme section. If you have any doubts, comment here and I will answer them.

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). The latest post mention was on 2021-11-15.

Python online-learning related posts

Index

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

Project Stars
1 river 3,029
2 HyperGAN 1,153
3 continuum 259
4 matrix-factorization 8
5 Newton-Classroom-Automation 0
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