[R] Single-task Continual/Incremental/Online/Life-Long learning.

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • Awesome-Incremental-Learning

    Awesome Incremental Learning

  • For more reading, you (usually) can find a curated list of paper in those field, like xialeiliu/Awesome-Incremental-Learning

  • avalanche

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

  • Lastly, there are several github repo, but the most popular one is ContinualAI/avalanche, which already implement some of above algorithm, for the purpose of reproducibility i.e. can be applied to your task (probably)

  • 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.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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