Metadata-Version: 2.1
Name: mngs
Version: 1.5.4
Summary: For lazy python users (monogusa people in Japanse), especially in ML/DSP fields
Home-page: https://github.com/ywatanabe1989/mngs
Author: ywatanabe1989
Author-email: ywata1989@gmail.com
License: MIT
Keywords: utils,utilities,python,machine learning
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.0
Description-Content-Type: text/markdown
Requires-Dist: GitPython
Requires-Dist: Pillow
Requires-Dist: PyYAML
Requires-Dist: Pyarrow
Requires-Dist: anthropic
Requires-Dist: chardet
Requires-Dist: flask
Requires-Dist: geom-median
Requires-Dist: google-generativeai
Requires-Dist: h5py
Requires-Dist: html2text
Requires-Dist: icecream
Requires-Dist: ipdb
Requires-Dist: ipython <8.0.0
Requires-Dist: joblib
Requires-Dist: julius
Requires-Dist: markdown
Requires-Dist: markdown2
Requires-Dist: matplotlib
Requires-Dist: mne
Requires-Dist: natsort
Requires-Dist: numpy
Requires-Dist: obspy
Requires-Dist: openai
Requires-Dist: openpyxl
Requires-Dist: optuna
Requires-Dist: pandas
Requires-Dist: plotly
Requires-Dist: psutil
Requires-Dist: pybids
Requires-Dist: pyedflib
Requires-Dist: pymatreader
Requires-Dist: pyperclip
Requires-Dist: pytest
Requires-Dist: pytest-cov
Requires-Dist: pytest-env
Requires-Dist: pytest-xdist
Requires-Dist: readchar
Requires-Dist: ripple-detection
Requires-Dist: ruamel.yaml
Requires-Dist: scikit-image
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: seaborn
Requires-Dist: sktime
Requires-Dist: sounddevice
Requires-Dist: statsmodels
Requires-Dist: sympy
Requires-Dist: tensorpac
Requires-Dist: termplotlib
Requires-Dist: torch
Requires-Dist: torchaudio
Requires-Dist: torchsummary
Requires-Dist: twine
Requires-Dist: umap-learn
Requires-Dist: wheel
Requires-Dist: xarray
Requires-Dist: xmltodict

# monogusa (= lazy in Japanese)
Python utilities for machine learning and digital signal processing

<!-- batges -->
![CI](https://github.com/ywatanabe1989/mngs/actions/workflows/pypi_latest.yml/badge.svg)
![CI](https://github.com/ywatanabe1989/mngs/actions/workflows/latest_release.yml/badge.svg)
![CI](https://github.com/ywatanabe1989/mngs/actions/workflows/develop.yml/badge.svg)

<!-- logo -->
<div style="text-align: center;">
    <img src="./docs/lazy_python.gif" alt="Lazy Python" width="200px">
</div>


## Installation
``` bash
# Pypi latest
$ pip install mngs 

# Develop
$ pip install git+https://github.com/ywatanabe1989/mngs.git@develop
```



## Example Usages
- [`mngs.io`](https://github.com/ywatanabe1989/mngs/tree/main/src/mngs/io#readme) Input / Output
- [`mngs.path`](https://github.com/ywatanabe1989/mngs/tree/main/src/mngs/path#readme) Path
- [`mngs.dsp`](https://github.com/ywatanabe1989/mngs/tree/main/src/mngs/dsp#readme) Digital Signal Processing
- [`mngs.res`](https://github.com/ywatanabe1989/mngs/tree/main/src/mngs/res#readme) Resource
- mngs.general
- mngs.plt
- mngs.ml
- mngs.stats

## Contact
Yusuke Watanabe (ywata1989@gmail.com).




