FATE
algorithms
| FATE | algorithms | |
|---|---|---|
| 2 | 3 | |
| 5,518 | 23,587 | |
| 0.8% | - | |
| 9.9 | 4.4 | |
| 11 days ago | 6 days ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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FATE
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[D] Federated Learning Libraries in 2022?
FATE is very popular in China.
- Federated Learning
algorithms
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algorithms VS CXXGraph - a user suggested alternative
2 projects | 28 Feb 2022
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I am a proficient Python coder whose learning has plateaued. Any really useful libraries I should look into learning? Taking recommendations.
Here are some that might answer your question: - algorithms is a library which contains many of the most useful algorithms for sorting, searching, working with trees, math algorithms like factorials, prime finders and many more - data classes to save you the trouble of writing everytime special methods in a class like init, repr, set, get - box allows the use of dot on dictionaries to access the keys - more-itertools for more routines to operate on iterables than those itertools provide.
- Resources To Learn Data Structures And Algorithms
What are some alternatives?
flower - Flower: A Friendly Federated Learning Framework
searxng - SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Box - Python dictionaries with advanced dot notation access
openfl - The Open Flash Library for creative expression on the web, desktop, mobile and consoles.
algorithms_illuminated - Python implementations and tests for the Algorithms Illuminated book series. Some test cases from the following repository: https://github.com/beaunus/stanford-algs
FederatedScope - An easy-to-use federated learning platform
threeXYZgraphing - 3d xyz graphing using threejs
openfl - An open framework for Federated Learning.
more-itertools - More routines for operating on iterables, beyond itertools
fedjax - FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
nimpy - Nim - Python bridge