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epochlib

This package contains the code for Team Epoch's pipeline

https://github.com/teamepochgithub/epochlib

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.0%) to scientific vocabulary

Keywords

ai pipeline
Last synced: 6 months ago · JSON representation ·

Repository

This package contains the code for Team Epoch's pipeline

Basic Info
  • Host: GitHub
  • Owner: TeamEpochGithub
  • License: mit
  • Language: Python
  • Default Branch: main
  • Homepage: https://teamepoch.ai
  • Size: 7.39 MB
Statistics
  • Stars: 6
  • Watchers: 3
  • Forks: 0
  • Open Issues: 25
  • Releases: 23
Topics
ai pipeline
Created about 2 years ago · Last pushed 6 months ago
Metadata Files
Readme License Citation Codeowners

README.md

image

Team Epoch PyPI Latest Release PyPI Downloads Python Version Rye Ruff Checked with mypy pre-commit.ci status

EpochLib is the base for Team Epoch competitions.

This library package contains many modules and classes necessary to construct the src code for machine learning competitions.

Installation

Install epochlib using Rye:

shell rye add epochlib

Or via pip:

shell pip install epochlib

Optional Dependencies

Depending on what data libraries you use, you can install the following optional dependencies: shell rye add epochlib[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: shell rye add epochlib[image,audio] # Pick one or more of these

Aside from that, you can install the following optional dependencies: shell rye add epochlib[onnx,openvino] # Optimizing model inference

Pytest coverage report

To generate pytest coverage report run

shell rye run pytest --cov=epochlib --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:

bash rye run pre-commit install

To run the pre-commit checks on all files, run:

bash 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.

Architectural guidelines

  1. Generally 'one class = one file' unless they are very tightly coupled.
  2. Use init.py to change import paths so they are shorter for the end user

Maintainers

EpochLib is maintained by Team Epoch, based in the Dream Hall of the Delft University of Technology.

Owner

  • Name: Team Epoch
  • Login: TeamEpochGithub
  • Kind: organization
  • Email: info@teamepoch.net

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Selm"
  name-particle: "van"
  given-names: "Jasper"
  affiliation: "TU Delft Dream Team Epoch"
  email: "jmvanselm@gmail.com"
- family-names: "Lim"
  given-names: "Jeffrey"
  affiliation: "TU Delft Dream Team Epoch"
  email: "Jeffrey-Lim@outlook.com"
- family-names: "Witting"
  given-names: "Emiel"
  affiliation: "TU Delft Dream Team Epoch"
  email: "emiel.witting@gmail.com"
- family-names: "Heer"
  name-particle: "de"
  given-names: "Hugo"
  affiliation: "TU Delft Dream Team Epoch"
  email: "hugodeheer1234@gmail.com"
- family-names: "Kopar"
  given-names: "Cahit Tolga"
  affiliation: "TU Delft Dream Team Epoch"
  email: "cahittolgakopar@gmail.com"
- family-names: "Ebersberger"
  given-names: "Ariel"
  affiliation: "TU Delft Dream Team Epoch"
  email: "ariel@ebersberger.io"
- family-names: "Dumont"
  given-names: "Gregoire"
  affiliation: "TU Delft Dream Team Epoch"
  email: "dumont.gregoire.a@gmail.com"
- family-names: "Sándor"
  given-names: "Kristóf"
  affiliation: "TU Delft Dream Team Epoch"
  email: "emherk512@gmail.com"
- family-names: "De Dios Allegue"
  given-names: "Daniel"
  affiliation: "TU Delft Dream Team Epoch"
  email: "danieldediosallegue@gmail.com"
title: "EpochLib"
version: 1.0.0
date-released: 2024-03-19
url: "https://github.com/TeamEpochGithub/epochlib"

GitHub Events

Total
  • Create event: 32
  • Release event: 3
  • Issues event: 11
  • Watch event: 2
  • Delete event: 31
  • Issue comment event: 20
  • Push event: 52
  • Gollum event: 2
  • Pull request review event: 10
  • Pull request event: 65
Last Year
  • Create event: 32
  • Release event: 3
  • Issues event: 11
  • Watch event: 2
  • Delete event: 31
  • Issue comment event: 20
  • Push event: 52
  • Gollum event: 2
  • Pull request review event: 10
  • Pull request event: 65

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 7
  • Total pull requests: 27
  • Average time to close issues: 5 months
  • Average time to close pull requests: 19 days
  • Total issue authors: 2
  • Total pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.52
  • Merged pull requests: 11
  • Bot issues: 0
  • Bot pull requests: 18
Past Year
  • Issues: 5
  • Pull requests: 27
  • Average time to close issues: 17 days
  • Average time to close pull requests: 19 days
  • Issue authors: 1
  • Pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.52
  • Merged pull requests: 11
  • Bot issues: 0
  • Bot pull requests: 18
View more stats
Top Authors
Issue Authors
  • schobbejak (12)
  • Jeffrey-Lim (1)
Pull Request Authors
  • dependabot[bot] (28)
  • schobbejak (11)
  • Jeffrey-Lim (1)
Top Labels
Issue Labels
02 - Refactor (6) needs milestone (6) 01 - Enhancement (3) 00 - Bug (1) 03 - CI/CD (1) 11- Trainer (1)
Pull Request Labels
dependencies (28) github_actions (18) python (10) 02 - Refactor (2) 12 - Release (1) 00 - Bug (1) needs milestone (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 19 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 4
  • Total maintainers: 1
pypi.org: epochlib

Epoch Libraries is the base for Team Epoch competitions.

  • Homepage: https://teamepoch.ai/
  • Documentation: https://TeamEpochGithub.github.io/epochlib/
  • License: MIT License Copyright (c) 2024 Team Epoch Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
  • Latest release: 5.1.0
    published 12 months ago
  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 19 Last month
Rankings
Dependent packages count: 10.4%
Average: 34.6%
Dependent repos count: 58.7%
Maintainers (1)
schobbejak
Last synced: 6 months ago

Dependencies

pyproject.toml pypi