BrainsVSBrawn is an open-weight model from Sri K. Its published files total 55.3 MB.
Machine learning project for modeling UFC fight outcomes with Elo-based ratings. Project scope, requirements, and deliverables are defined in docs/scoping.md.
Parameters—
Context—
Weights55.3 MB
License—
AccessOpen weights
Monthly Downloads—
Model Card
Machine learning project for modeling UFC fight outcomes with Elo-based ratings. Project scope, requirements, and deliverables are defined in docs/scoping.md. src/data/cleaning.py cleans the raw fight- and round-level CSVs (missing values, dtypes), src/data/splitting.py splits fights chronologically for training, and src/features/engineering.py builds leakage-safe matchup and fighter-history features - everything is computed from data known before the fight being predicted. EDA lives in notebooks/ (eda.ipynb, univariatequestions.ipynb, bivariatequestions.ipynb, multivariatequestions.ipynb), including a documented red-corner recording bias in the source data that any model built on this…
Excerpt from the card by Sri K.
Identity and Version
- Repository
- holasoykoalo7/BrainsVSBrawn
- Publisher
- Sri K
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- dd970679696bcb568a83a580e3b38b87e5dadba4
- First published
- 2026-10-11
- Last updated
- 2026-10-11
Files and Weights
2,108 files, 55.3 MB in total.
Configuration928 files · 12.6 MB
Tokenizer4 files · 31.0 KB
Documentation64 files · 270.9 KB
Other1095 files · 42.4 MB
Repository17 files · 4.1 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| .venv/lib/python3.14/site-packages/_yaml/__init__.py | Configuration | 1.4 KB | — |
| .venv/lib/python3.14/site-packages/anyio/__init__.py | Configuration | 7.6 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_backends/__init__.py | Configuration | — | |
| .venv/lib/python3.14/site-packages/anyio/_backends/_asyncio.py | Configuration | 107.8 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_backends/_trio.py | Configuration | 45.7 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/__init__.py | Configuration | — | |
| .venv/lib/python3.14/site-packages/anyio/_core/_asyncio_selector_thread.py | Configuration | 5.6 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_concurrency_utils.py | Configuration | 4.5 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_contextmanagers.py | Configuration | 7.2 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_eventloop.py | Configuration | 6.7 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_exceptions.py | Configuration | 5.6 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_fileio.py | Configuration | 34.2 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_futures.py | Configuration | 6.2 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_resources.py | Configuration | 450 B | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_signals.py | Configuration | 1.0 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_sockets.py | Configuration | 35.3 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_streams.py | Configuration | 1.8 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_subprocesses.py | Configuration | 7.9 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_synchronization.py | Configuration | 21.7 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_tasks.py | Configuration | 15.4 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_tempfile.py | Configuration | 19.7 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_testing.py | Configuration | 2.3 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_core/_typedattr.py | Configuration | 2.6 KB | — |
| .venv/lib/python3.14/site-packages/anyio/_lazyimport.py | Configuration | 6.1 KB | — |
| .venv/lib/python3.14/site-packages/anyio/abc/__init__.py | Configuration | 3.0 KB | — |
| .venv/lib/python3.14/site-packages/anyio/abc/_eventloop.py | Configuration | 11.1 KB | — |
| .venv/lib/python3.14/site-packages/anyio/abc/_resources.py | Configuration | 900 B | — |
| .venv/lib/python3.14/site-packages/anyio/abc/_sockets.py | Configuration | 13.2 KB | — |
| .venv/lib/python3.14/site-packages/anyio/abc/_streams.py | Configuration | 7.6 KB | — |
| .venv/lib/python3.14/site-packages/anyio/abc/_subprocesses.py | Configuration | 2.1 KB | — |
| .venv/lib/python3.14/site-packages/anyio/abc/_tasks.py | Configuration | 7.1 KB | — |
| .venv/lib/python3.14/site-packages/anyio/abc/_testing.py | Configuration | 2.1 KB | — |
| .venv/lib/python3.14/site-packages/anyio/from_thread.py | Configuration | 19.4 KB | — |
| .venv/lib/python3.14/site-packages/anyio/functools.py | Configuration | 11.8 KB | — |
| .venv/lib/python3.14/site-packages/anyio/itertools.py | Configuration | 16.3 KB | — |
| .venv/lib/python3.14/site-packages/anyio/lowlevel.py | Configuration | 6.3 KB | — |
| .venv/lib/python3.14/site-packages/anyio/pytest_plugin.py | Configuration | 14.5 KB | — |
| .venv/lib/python3.14/site-packages/anyio/streams/__init__.py | Configuration | — | |
| .venv/lib/python3.14/site-packages/anyio/streams/buffered.py | Configuration | 6.7 KB | — |
| .venv/lib/python3.14/site-packages/anyio/streams/file.py | Configuration | 4.5 KB | — |
| .venv/lib/python3.14/site-packages/anyio/streams/memory.py | Configuration | 10.8 KB | — |
| .venv/lib/python3.14/site-packages/anyio/streams/stapled.py | Configuration | 4.8 KB | — |
| .venv/lib/python3.14/site-packages/anyio/streams/text.py | Configuration | 5.8 KB | — |
| .venv/lib/python3.14/site-packages/anyio/streams/tls.py | Configuration | 15.8 KB | — |
| .venv/lib/python3.14/site-packages/anyio/to_interpreter.py | Configuration | 7.1 KB | — |
| .venv/lib/python3.14/site-packages/anyio/to_process.py | Configuration | 9.8 KB | — |
| .venv/lib/python3.14/site-packages/anyio/to_thread.py | Configuration | 2.8 KB | — |
| .venv/lib/python3.14/site-packages/click/__init__.py | Configuration | 5.1 KB | — |
| .venv/lib/python3.14/site-packages/click/_compat.py | Configuration | 17.9 KB | — |
| .venv/lib/python3.14/site-packages/click/_termui_impl.py | Configuration | 32.8 KB | — |
| .venv/lib/python3.14/site-packages/click/_textwrap.py | Configuration | 6.3 KB | — |
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| .venv/lib/python3.14/site-packages/click/core.py | Configuration | 147.8 KB | — |
| .venv/lib/python3.14/site-packages/click/decorators.py | Configuration | 21.7 KB | — |
| .venv/lib/python3.14/site-packages/click/exceptions.py | Configuration | 11.9 KB | — |
| .venv/lib/python3.14/site-packages/click/formatting.py | Configuration | 10.4 KB | — |
| .venv/lib/python3.14/site-packages/click/globals.py | Configuration | 1.9 KB | — |
| .venv/lib/python3.14/site-packages/click/parser.py | Configuration | 19.1 KB | — |
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| .venv/lib/python3.14/site-packages/click/termui.py | Configuration | 35.4 KB | — |
| .venv/lib/python3.14/site-packages/click/testing.py | Configuration | 27.6 KB | — |
| .venv/lib/python3.14/site-packages/click/types.py | Configuration | 46.8 KB | — |
| .venv/lib/python3.14/site-packages/click/utils.py | Configuration | 21.5 KB | — |
| .venv/lib/python3.14/site-packages/filelock/__init__.py | Configuration | 4.0 KB | — |
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| .venv/lib/python3.14/site-packages/filelock/_async_read_write.py | Configuration | 14.6 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_descriptor.py | Configuration | 3.2 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_error.py | Configuration | 3.2 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_identity.py | Configuration | 14.3 KB | — |
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| .venv/lib/python3.14/site-packages/filelock/_marker.py | Configuration | 7.2 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_read_write.py | Configuration | 52.5 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_soft.py | Configuration | 19.4 KB | — |
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| .venv/lib/python3.14/site-packages/filelock/_soft_rw/_async.py | Configuration | 14.3 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_soft_rw/_protocol.py | Configuration | 28.9 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_soft_rw/_storage.py | Configuration | 7.0 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_soft_rw/_sync.py | Configuration | 33.6 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_strict.py | Configuration | 47.8 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_unix.py | Configuration | 9.2 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_util.py | Configuration | 7.4 KB | — |
| .venv/lib/python3.14/site-packages/filelock/_windows.py | Configuration | 17.0 KB | — |
| .venv/lib/python3.14/site-packages/filelock/asyncio.py | Configuration | 41.5 KB | — |
| .venv/lib/python3.14/site-packages/filelock/version.py | Configuration | 520 B | — |
| .venv/lib/python3.14/site-packages/fsspec/__init__.py | Configuration | 2.1 KB | — |
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| docs/winner_metrics_by_fold.csv | Other | 8.5 KB | — |
| docs/winner_metrics_summary.csv | Other | 392 B | — |
| docs/winner_model_comparison.png | Other | 21.9 KB | — |
| docs/winner_predictions.csv | Other | 3.6 MB | — |
| frontend/__pycache__/__init__.cpython-314.pyc | Other | 163 B | — |
| frontend/__pycache__/gradio.cpython-314.pyc | Other | 15.4 KB | — |
| models/logistic_regression.joblib | Other | 32.4 KB | 9df929f6c0ca |
| models/random_forest.joblib | Other | 2.0 MB | 1dd6a0e35ce3 |
| models/xgboost_model.joblib | Other | 266.3 KB | f5975929060f |
| notebooks/bivariate_questions.ipynb | Other | 9.0 KB | — |
| notebooks/eda.ipynb | Other | 10.0 KB | — |
| notebooks/multivariate_questions.ipynb | Other | 10.5 KB | — |
| notebooks/univariate_questions.ipynb | Other | 10.1 KB | — |
| requirements.txt | Other | 104 B | — |
| src/__pycache__/__init__.cpython-314.pyc | Other | 158 B | — |
| src/data/__pycache__/__init__.cpython-314.pyc | Other | 163 B | — |
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| src/data/__pycache__/migrate_to_three_files.cpython-314.pyc | Other | 14.9 KB | — |
| src/data/__pycache__/splitting.cpython-314.pyc | Other | 2.7 KB | — |
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| tests/__pycache__/test_api.cpython-314-pytest-9.1.1.pyc | Other | 17.5 KB | — |
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| tests/__pycache__/test_imputation.cpython-314-pytest-9.1.1.pyc | Other | 9.6 KB | — |
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| tests/__pycache__/test_splitting.cpython-314-pytest-9.1.1.pyc | Other | 13.5 KB | — |
| tests/__pycache__/test_train_predict_evaluate.cpython-314-pytest-9.1.1.pyc | Other | 39.3 KB | — |
| .env.example | Repository | 212 B | — |
| .gitattributes | Repository | 3.7 KB | — |
| .pytest_cache/.gitignore | Repository | 37 B | — |
| .venv/.gitignore | Repository | 69 B | — |
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| frontend/.gitkeep | Repository | — | |
| models/.gitkeep | Repository | — | |
| notebooks/.gitkeep | Repository | — | |
| src/data/.gitkeep | Repository | — | |
| src/evaluation/.gitkeep | Repository | — | |
| src/features/.gitkeep | Repository | — | |
| src/models/.gitkeep | Repository | — | |
| src/monitoring/.gitkeep | Repository | — | |
| tests/.gitkeep | Repository | — | |
| .venv/lib/python3.14/site-packages/packaging/__pycache__/_tokenizer.cpython-314.pyc | Tokenizer | 10.1 KB | — |
| .venv/lib/python3.14/site-packages/packaging/_tokenizer.py | Tokenizer | 5.6 KB | — |
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License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
Download from Sri K
Released by Sri K through its official repository on Hugging Face.