Muyi 0.0.9

Some useful utils.

muyi

Some useful utils for GNNs and Deep Learning.

Installation

pip install muyi              # basic installation
pip install muyi[plot]        # + matplotlib
pip install muyi[csv]         # + pandas, tqdm
pip install muyi[gpu]         # + GPUtil
pip install muyi[graph]       # + torch, dgl
pip install muyi[all]         # all dependencies

utils

1. color_print(content, font_color, bg_color)
2. save_pic_iterly(pic_name, postfix, info)
3. read_csv_tqdm(path, **kwargs)
4. save_result_csv(csv_path, data)
5. get_unique_save_path(folder_path, base_name_pattern, start_no)

graph

1. pyg_data_to_dgl_graph(pyg_data_obj)

gpu

1. get_gpu_memory_usage()
2. display_gpu_memory_usage()

Upload to PyPI

# 1. Install build tools
pip install build twine

# 2. Build package
python -m build

# 3. Upload to PyPI
twine upload dist/*
# Username: __token__
# Password: your PyPI API Token (starts with pypi-)

Get API Token: https://pypi.org/manage/account/token/

Save Token Locally (Optional)

Create ~/.pypirc file to avoid entering credentials each time:

[pypi]
username = __token__
password = pypi-your-token-here

• Linux/macOS: ~/.pypirc
• Windows: C:\Users\<username>\.pypirc