mngs (monogusa; meaning lazy person in Japanese)

A Python utility package for simplifying common research and development tasks.

Installation

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

Submodules

Fundamentals

• mngs.gen: General utilities
• mngs.io: Input/Output operations
• mngs.utils: General utilities
• mngs.dict: Dictionary utilities
• mngs.str: String manipulation
• mngs.torch: PyTorch utilities

Data Science

• mngs.plt: Plotting with automatic tracking
• mngs.stats: Statistical analysis
• mngs.pd: Pandas utilities-
• mngs.tex: LaTeX utilities

AI: Machine Learning and Pattern Recognition

• mngs.ai: AI and Machine Learning
• mngs.nn: Neural Networks
• mngs.torch: PyTorch utilities
• mngs.db: Database operations
• mngs.linalg: Linear algebra

Signal Processing

• mngs.dsp: Digital Signal Processing

Statistics

• mngs.stats: Statistical analysis tools

ETC

• mngs.decorators: Function decorators
• mngs.gists: Code snippets
• mngs.resource: Resource management
• mngs.web: Web-related functions

Modules and functions list

./docs/mngs_modules.csv

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Contact

Yusuke Watanabe ([email protected])