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Top 7 Python online-learning Projects
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Project mention: Show HN: An adaptive classifier that detects hallucinations in LLM/RAG outputs | news.ycombinator.com | 2025-03-07
- The model is relatively small, so it won't catch subtle nuanced hallucinations that require deep domain knowledge
The library's wider goal is to enable adaptive classification for use cases where models need to continuously learn from new examples. We've also built LLM routers and configuration optimizers with it.
Would love feedback from anyone working on RAG systems or LLM evaluation. What metrics or capabilities would be most useful to you in a hallucination detector?
Project: https://github.com/codelion/adaptive-classifier
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matrix-factorization
Library for matrix factorization for recommender systems using collaborative filtering
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EduLite
A lightweight, open-source digital education platform built for accessibility, simplicity, and student-first experiences – even on slow internet.
GitHub: EduLite Repo Look for good first issue or help wanted labels
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SaaSHub
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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 online-learning discussion
Python online-learning related posts
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River: Online Machine Learning in Python
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[D] Is it possible to update random forest parameters with new data instead of retraining on all data?
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If ChatGPT that could browse to the internet, what would you ask it to do?
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[D] Good online learning-to-rank models
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Software Showcase Sunday
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River, a library for online ML
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[P] river, a library for online ML
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Jun 2025
Index
What are some of the best open-source online-learning projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | river | 5,423 |
| 2 | EasyRec | 2,046 |
| 3 | HyperGAN | 1,191 |
| 4 | continuum | 432 |
| 5 | adaptive-classifier | 302 |
| 6 | matrix-factorization | 21 |
| 7 | EduLite | 9 |
Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com