Epochalyst is the base for Team Epoch competitions.
This package contains many modules and classes necessary to construct the src code for machine learning competitions.
Installation
Install epochalyst using Rye:
rye add epochalyst
Or via pip:
pip install epochalyst
Optional Dependencies
Depending on what data libraries you use, you can install the following optional dependencies:
rye add epochalyst[numpy,pandas,dask,polars] # Pick one or more of these
Depending on what type of competition you are participating in, you can install the following optional dependencies:
rye add epochalyst[image,audio] # Pick one or more of these
Aside from that, you can install the following optional dependencies:
rye add epochalyst[onnx,openvino] # Optimizing model inference
Pytest coverage report
To generate pytest coverage report run
rye run pytest --cov=epochalyst --cov-branch --cov-report=html:coverage_re
pre-commit
This repository uses pre-commit with Ruff and MyPy hooks for code quality checks and auto-formatting. To install the pre-commit hooks, run:
rye run pre-commit install
To run the pre-commit checks on all files, run:
rye run pre-commit run --all-files
Documentation
Documentation is generated using Sphinx and can be found here.
To make the documentation yourself, run make html with docs as the working directory.
The documentation can then be found in docs/_build/html/index.html.
Maintainers
Epochalyst is maintained by Team Epoch, based in the Dream Hall of the Delft University of Technology.
1 maintainer
Metadata
1 maintainer
Release files for epochalyst 4.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| epochalyst-4.1.0.tar.gz | 8.4 MB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| epochalyst-4.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 8.5 MB
Release files / epochalyst-4.1.0.tar.gz
| Download URL | epochalyst-4.1.0.tar.gz |
|---|---|
| Size | 8.4 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/5.1.0 CPython/3.12.5
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Release files / epochalyst-4.1.0-py3-none-any.whl
| Download URL | epochalyst-4.1.0-py3-none-any.whl |
|---|---|
| Size | 40.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/5.1.0 CPython/3.12.5
|
Security for epochalyst 4.1.0
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