continual-learning

Open-source projects categorized as continual-learning
Edit details
Language: + Python + Jupyter Notebook + HTML
Topics: lifelong-learning Pytorch Deep Learning Computer Vision Machine Learning
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

Top 12 continual-learning Open-Source Projects

  • Awesome-Federated-Learning

    FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

  • avalanche

    Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

  • InfluxDB

    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.

    InfluxDB logo

  • course-content-dl

    NMA deep learning course

  • awesome-machine-unlearning

    Awesome Machine Unlearning (A Survey of Machine Unlearning)

    • Project mention: [P] [R] Machine Unlearning Summary | /r/MachineLearning | 2023-07-11

    Github Repo: https://github.com/tamlhp/awesome-machine-unlearning 📚 Notebook: https://www.kaggle.com/code/tamlhp/machine-unlearning-the-right-to-be-forgotten/

  • continuum

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

  • Renate

    Library for automatic retraining and continual learning

  • dytox

    Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  • awesome-refreshing-llms

    EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.

    • Project mention: Refreshing LLMs | news.ycombinator.com | 2023-10-19

  • CVPR22-Fact

    The code repository for "Forward Compatible Few-Shot Class-Incremental Learning" (CVPR'22) in PyTorch.

  • php-best-practices

    What I consider the best practices for web and software development.

  • wiki

    ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning (by ContinualAI)

  • continual-pretraining-nlp-vision

    Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357

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).

continual-learning related posts

Index

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

Project Stars
1 Awesome-Federated-Learning 1,848
2 avalanche 1,666
3 course-content-dl 708
4 awesome-machine-unlearning 602
5 continuum 400
6 Renate 264
7 dytox 132
8 awesome-refreshing-llms 110
9 CVPR22-Fact 105
10 php-best-practices 74
11 wiki 48
12 continual-pretraining-nlp-vision 14

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com