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haferml

the HomemAde FramEwoRk for Machine Learning

https://github.com/emptymalei/haferml

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
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.6%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

the HomemAde FramEwoRk for Machine Learning

Basic Info
  • Host: GitHub
  • Owner: emptymalei
  • License: mit
  • Language: Python
  • Default Branch: main
  • Homepage: https://haferml.leima.is
  • Size: 685 KB
Statistics
  • Stars: 11
  • Watchers: 2
  • Forks: 2
  • Open Issues: 2
  • Releases: 5
Created almost 5 years ago · Last pushed 8 months ago
Metadata Files
Readme License Citation

README.md

Hafer ML

The HomemAde FramEwoRk for Machine Learning (HAFER ML) is a minimal and unambitious framework for your machine learning projects, with reproducibility in mind.

Hafer is oat in German.

Install

pip install haferml

This will leave out many dependencies. To install all,

pip install "haferml[all]"

The extras options:

  • all: everything
  • aws: required if one needs AWS
  • docs: required to build the docs

The Idea

The Hafer ML frameworks is designed to be a minimal framework for data scientists. Hafer ML uses config files and saves the artifacts at every step for reproducibility.

on whimsical

Owner

  • Name: LM
  • Login: emptymalei
  • Kind: user
  • Location: Germany
  • Company: @zalando

I build ML models in Germany. Applied Scientist, PhD in Physics. Worked on neutrino physics, cosmology, spiking neuron models, interplanetary immigration (scif

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Ma"
  given-names: "Lei"
  orcid: "https://orcid.org/0000-0002-9726-180X"
title: "HaferML"
version: 2.0.4
date-released: 2021-04-28
url: "https://github.com/emptymalei/haferml"

GitHub Events

Total
  • Release event: 1
  • Delete event: 1
  • Push event: 4
  • Pull request event: 2
  • Create event: 1
Last Year
  • Release event: 1
  • Delete event: 1
  • Push event: 4
  • Pull request event: 2
  • Create event: 1

Committers

Last synced: 10 months ago

All Time
  • Total Commits: 56
  • Total Committers: 1
  • Avg Commits per committer: 56.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
LM hi@l****s 56
Committer Domains (Top 20 + Academic)
leima.is: 1

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 5
  • Total pull requests: 14
  • Average time to close issues: 2 days
  • Average time to close pull requests: about 1 hour
  • Total issue authors: 1
  • Total pull request authors: 1
  • Average comments per issue: 0.4
  • Average comments per pull request: 0.14
  • Merged pull requests: 12
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • emptymalei (3)
Pull Request Authors
  • emptymalei (9)
Top Labels
Issue Labels
enhancement (3)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 99 last-month
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 2
    (may contain duplicates)
  • Total versions: 13
  • Total maintainers: 1
pypi.org: haferml

HAFER ML, the homemade framework for machine learning.

  • Versions: 12
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 95 Last month
Rankings
Dependent packages count: 10.1%
Stargazers count: 16.5%
Average: 19.0%
Forks count: 19.1%
Dependent repos count: 21.6%
Downloads: 27.8%
Maintainers (1)
leima137
Last synced: 8 months ago
pypi.org: hafer

HAFER ML, the homemade framework for machine learning

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 4 Last month
Rankings
Dependent packages count: 10.1%
Stargazers count: 16.5%
Forks count: 19.1%
Dependent repos count: 21.6%
Average: 31.0%
Downloads: 87.7%
Maintainers (1)
leima137
Last synced: 8 months ago

Dependencies

requirements.extras.txt pypi
  • awscli >=1.19.50
  • boto3 >=1.17.51
  • mkdocs-autorefs >=0.1.1
  • mkdocs-material >=0.4.4
  • mkdocstrings >=0.15.0
  • nose *
requirements.txt pypi
  • click >=7.1.2
  • inquirer >=2.7.0
  • joblib >=1.0.1
  • loguru >=0.5.3
  • pandas >=1.2.0
  • scipy >=1.2.1
  • simplejson >=3.17.2
.github/workflows/docs-publish.yaml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/publish.yaml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
  • pypa/gh-action-pypi-publish release/v1 composite
.github/workflows/tests.yaml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
setup.py pypi