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Python federated-learning-framework Projects
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Project mention: Pyenv – lets you easily switch between multiple versions of Python | news.ycombinator.com | 2024-03-25
We use Pyenv successfully for developing the Flower open-source project. We use a few simple Bash scripts to manage virtual environments with different Python versions via pyenv and the pyenv-virtualenv plugin.
The main scripts are `venv-create.sh`, `venv-delete.sh` and `bootstrap.sh`. `venv-reset.sh` pulls these three scripts together to make reinstalling your venv a single command.
Here's the link if anyone is interested: https://github.com/adap/flower/tree/main/dev
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Project mention: Pfl: Python framework for Private Federated Learning simulations | news.ycombinator.com | 2024-03-05
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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.
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 2024-03-25.
Python federated-learning-framework related posts
- collectively-powered LLM
- Transformer fine-tuning on decentralized data
- Launch HN: Flower (YC W23) – Train AI models on distributed or sensitive data
- PG: We can't all use AI. Someone has to generate the training data
- Call for Volunteers in Machine Learning User Study
- D4 Data presents Podcast #15 "Federated Learning with Flower"
- Flower Team Releases Flower 0.18 With Cool New Updates For Federated Learning
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
Index
Project | Stars | |
---|---|---|
1 | flower | 4,005 |
2 | pfl-research | 147 |
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