For lazy python users (monogusa people in Japanse), especially in ML/DSP fields
Project description
mngs (monogusa; meaning lazy person in Japanese)
A Python utility package for simplifying common research and development tasks.
Installation
# 1. From pypi.org
$ pip install mngs
# 2. From git (direct)
$ pip install git+https://github.com/ywatanabe1989/mngs.git@develop
# 3. From git develop
$ git clone git clone git@github.com:ywatanabe1989/mngs.git mngs_dev cd mngs_dev &&
$ python3.11 -m venv .env && source .env/bin/activate && python -m pip install -e .
Submodules
Fundamentals
mngs.gen: General utilitiesmngs.io: Input/Output operationsmngs.utils: General utilitiesmngs.dict: Dictionary utilitiesmngs.str: String manipulationmngs.torch: PyTorch utilities
Data Science
mngs.plt: Plotting with automatic trackingmngs.stats: Statistical analysismngs.pd: Pandas utilities-mngs.tex: LaTeX utilities
AI: Machine Learning and Pattern Recognition
mngs.ai: AI and Machine Learningmngs.nn: Neural Networksmngs.torch: PyTorch utilitiesmngs.db: Database operationsmngs.linalg: Linear algebra
Signal Processing
mngs.dsp: Digital Signal Processing
Statistics
mngs.stats: Statistical analysis tools
ETC
mngs.decorators: Function decoratorsmngs.gists: Code snippetsmngs.resource: Resource managementmngs.web: Web-related functions
Modules and functions list
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
Contact
Yusuke Watanabe (ywatanabe@alumni.u-tokyo.ac.jp)
Release history Release notifications | RSS feed
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