flwrlabs / flower
Flower: A Friendly Federated AI Framework
- Stars
- 7,204 stars
- Forks
- 1,250 forks
- Language
- Python
- License
- APACHE-2.0
- Created
- Feb 17, 2020
- Last push
- Nov 11, 2026
- Updated
- Nov 11, 2026
Why these Tags: an agent read the README and quoted it
- Distributed training from the readme:
Flower (`flwr`) is a framework for building federated AI systems.
An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an error with the form at the end of this page.
Admitted to the Repository Index on Nov 10, 2026: 7,198 stars on 2026-11-10.
Star History
188 days recorded, May 8, 2026 – Nov 11, 2026 (UTC). Net change +395 stars.
The star count of each day is the latest count minus the net stars of the later days.
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Star History chart
[](https://awesomerepos.com/flwrlabs/flower) Badge
[](https://awesomerepos.com/flwrlabs/flower) Timeline
It gained stars on 161 of the 188 days recorded since May 8, 2026.
Its largest 7 days were Jun 12, 2026 to Jun 18, 2026: 47 stars.
In the 30 days to Nov 11, 2026 it got 55 stars, the same as in the 30 days before.
It had 6,809 stars before May 8, 2026 and has 7,204 stars now: 2,796 fewer than 10,000.
- Created on the Repository Host
- Largest star day recorded: +13 stars
- +9 stars in one day
- +7 stars in one day
- Release framework-1.39.0: Flower 1.39.0
- Release framework-1.40.0: Flower 1.40.0
- Release framework-1.41.0: Flower 1.41.0
- Release framework-1.42.0: Flower 1.42.0
- Release framework-1.43.0: Flower 1.43.0
- Entered the Repository Index: 7,198 stars on 2026-11-10
- Latest push
The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.
Forks and pushes
From 2 Observations, Nov 11, 2026 – Nov 12, 2026. Forks +1. AwesomeRepos saw a new push on 1 of 1 days.
- Nov 12, 2026: new push
A filled day: the last push time changed since the Observation before it.
Health facts
Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos reads the weekly commits, the changelog, and the community files each week for the 5,000 visible repositories with the most stars and for each rising repository. How AwesomeRepos defines each check
Copies a prompt for a coding agent. It has 1 task for the maintainers of flwrlabs/flower.
Improve the Health Facts of the GitHub repository flwrlabs/flower. AwesomeRepos measures facts about how a repository is maintained, released, secured, and documented. Its page for this repository is https://awesomerepos.com/flwrlabs/flower. A change to the repository can improve each of the item below. Each item gives the measured fact or score, and a task. 1. The newest release tag is a semantic version Fact: The newest release tag is framework-1.43.0. Rule: The tag of the newest release has the form 1.2.3 or v1.2.3, with an optional pre-release or build part. There is no data when the repository has no release. Task: Make the next release tag a semantic version (1.2.3 or v1.2.3). Do not change or delete a published tag. If a release tool makes the tags, configure it for semantic versions, and write the version scheme in the contributing guide. Rules for this work: - Each file must be true for this project. Do not copy text that does not apply to it. - Do not choose a licence, a contact, or a release version for me. Ask me. - Do not publish a release, change a repository setting, or push to the default branch. Make the changes on a new branch. - Keep each change small, and run the checks of this repository before you finish. - At the end, list each item as DONE, SKIPPED (with the reason), or NEEDS A DECISION (with the question). AwesomeRepos reads these facts again in its next scan. The definitions of the checks: https://awesomerepos.com/health-facts
Maintenance
2 of 4 checks (2 without data)-
Yes: Not archived
GitHub does not mark the repository as archived. Source
-
Yes: A push in the last 90 days
Last push on 2026-11-11, 0 days ago. Source
-
No data: Commits in the last 13 weeks
No data: AwesomeRepos has not read the weekly commits.
-
No data: Commits in 26 or more of the last 52 weeks
No data: AwesomeRepos has not read the weekly commits.
Releases
1 of 3 checks (1 without data)-
Yes: A release in the last 365 days
Newest release framework-1.43.0 on 2026-11-04, 7 days ago. 10 or more releases in the last 365 days. Source
-
No: The newest release tag is a semantic version
The newest release tag is framework-1.43.0. Source
-
No data: A changelog file at the root
No data: AwesomeRepos has not scanned this repository.
Security practice
0 of 1 check (1 without data)-
No data: A security policy
No data: AwesomeRepos has not scanned this repository.
AwesomeRepos has not asked OpenSSF Scorecard about this repository.
Community files
1 of 3 checks (2 without data)-
Yes: A licence
GitHub finds the licence APACHE-2.0. Source
-
No data: A contributing guide
No data: AwesomeRepos has not scanned this repository.
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No data: A code of conduct
No data: AwesomeRepos has not scanned this repository.
Dependencies in the index
This section shows the packages that connect this repository to other repositories in the index.
The GitHub dependency graph of this repository names 1,902 direct packages (scanned on Nov 12, 2026). Packages from 106 other repositories in the index are among them.
No scanned repository names a package from this repository.
Uses (in the index) · 106
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PyPI: transformers
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PyPI: browser-use
- pytorch/pytorch 105K
PyPI: torch
- astral-sh/uv 92K
PyPI: uv
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PyPI: scikit-learn
- Textualize/rich 58K
PyPI: rich
- psf/requests 55K
PyPI: requests
- astral-sh/ruff 51K
PyPI: ruff
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PyPI: pandas
- grpc/grpc 45K
PyPI: grpcio, grpcio-tools
Show all 106
- ray-project/ray 44K
PyPI: ray
- psf/black 42K
PyPI: black
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PyPI: clang-format
- lm-sys/FastChat 40K
PyPI: fschat
- jax-ml/jax 37K
PyPI: jax, jaxlib
- explosion/spaCy 34K
PyPI: spacy
- numpy/numpy 33K
PyPI: numpy
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PyPI: openai
- tqdm/tqdm 31K
PyPI: tqdm
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PyPI: pydantic, pydantic-core
- ml-explore/mlx 29K
PyPI: mlx
- dmlc/xgboost 29K
PyPI: xgboost
- fastai/fastai 28K
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PyPI: flatbuffers
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PyPI: mcp
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PyPI: matplotlib
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PyPI: tornado
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PyPI: datasets
- huggingface/peft 22K
PyPI: peft
- python/mypy 21K
PyPI: mypy
- huggingface/trl 20K
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PyPI: sentence-transformers
- pytorch/vision 18K
PyPI: torchvision
- pallets/click 18K
PyPI: click
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PyPI: networkx
- apache/arrow 17K
PyPI: pyarrow
- ipython/ipython 17K
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PyPI: pre-commit
- benfred/py-spy 16K
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PyPI: jupyterlab
- scipy/scipy 15K
PyPI: scipy
- sympy/sympy 15K
PyPI: sympy
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PyPI: pytest
- mwaskom/seaborn 14K
PyPI: seaborn
- google/yapf 14K
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PyPI: pillow
- NVIDIA/TensorRT 13K
PyPI: tensorrt
- Kludex/starlette 13K
PyPI: starlette
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PyPI: sqlalchemy
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PyPI: sentencepiece
- giampaolo/psutil 11K
PyPI: psutil
- wandb/wandb 11K
PyPI: wandb
- Kludex/uvicorn 11K
PyPI: uvicorn
- cython/cython 11K
PyPI: cython
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PyPI: hydra-core
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PyPI: prompt-toolkit
- catboost/catboost 9.2K
PyPI: catboost
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GitHub Actions: actions/checkout
- Project-MONAI/MONAI 8.8K
PyPI: monai
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PyPI: bitsandbytes
- sphinx-doc/sphinx 8.1K
PyPI: sphinx
- pyca/cryptography 7.8K
PyPI: cryptography
- bndr/pipreqs 7.5K
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PyPI: watchdog
- google/flax 7.4K
PyPI: flax
- pypa/hatch 7.3K
PyPI: hatchling
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PyPI: tensorboard, tensorboard-data-server
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PyPI: imbalanced-learn
- adbar/trafilatura 7.1K
PyPI: trafilatura
- PyCQA/isort 7K
PyPI: isort
- pallets/werkzeug 6.9K
PyPI: werkzeug
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PyPI: scikit-image
- davidhalter/jedi 6.2K
PyPI: jedi
- python-attrs/attrs 5.9K
PyPI: attrs
- pylint-dev/pylint 5.7K
PyPI: pylint
- opencv/opencv-python 5.4K
PyPI: opencv-python
- python/typeshed 5.2K
PyPI: types-dataclasses, types-protobuf, types-pyyaml, types-requests and 3 more
- pypa/virtualenv 5.1K
PyPI: virtualenv
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PyPI: jsonschema
- joblib/joblib 4.4K
PyPI: joblib
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PyPI: markdown
- zeromq/pyzmq 4.2K
PyPI: pyzmq
- urllib3/urllib3 4.1K
PyPI: urllib3
- PyCQA/flake8 3.8K
PyPI: flake8
- tartley/colorama 3.8K
PyPI: colorama
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PyPI: pennylane
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PyPI: pycryptodome
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PyPI: oauthlib
- yaml/pyyaml 3K
PyPI: pyyaml
- psycopg/psycopg 2.5K
PyPI: psycopg
- pyparsing/pyparsing 2.5K
PyPI: pyparsing
- PyWavelets/pywt 2.4K
PyPI: pywavelets
- python-rope/rope 2.2K
PyPI: rope
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PyPI: msgpack
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PyPI: greenlet
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PyPI: narwhals
- open-mmlab/mmengine 1.5K
PyPI: mmengine
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PyPI: markdown-it-py
- hukkin/mdformat 830
PyPI: mdformat
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PyPI: mypy-protobuf
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PyPI: markupsafe
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PyPI: typing-extensions
- jquast/wcwidth 472
PyPI: wcwidth
- sqlalchemy/mako 463
PyPI: mako
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PyPI: sphinx-intl
Used by (in the index) · 0
None.
Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package (checked on Nov 6, 2026). A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made
Observations
Latest Observation, Nov 12, 2026: 7,204 stars, 1,250 forks, last push Nov 11, 2026, not archived. One of 2 Observations since Nov 11, 2026.