mbapy 0.4.0

MyBA in Python

BA_PY

mbapy is a Python package that includes a collection of useful Python scripts as sub-modules, and it's goal is Basic for All in Python.
mbapy primarily focus on areas such as sci-plot, stats, web-crawler, sci-paper utilities, and deep learning with pytorch.

get start

install

Now, mbapy only support pypi install:

pip install mbapy

If you find the latest release version has some problems, you can try install the up-to-date version on github:

pip install git+https://github.com/BHM-Bob/BA_PY.git

docs

The documentation for mbapy can be found on read the docs, and it is the one that I will regularly update. The API document for mbapy is available on its wiki. However, please note that this wiki on GitHub has not been updated since 2023-07. Given my limited time, I heavily rely on chatGPT to generate the documentation.

contain

mbapy python package

__version__

some version info

base

file

plot

pandas.dataFrame utils for plot and some simple plot based on plt

web

utils for web-crawler

stats

df

pandas.dataFrame utils for stats

reg

regression

test

some test func(using scipy and mostly give a support for mbapy-style data input)

dl-torch

pytorch utils for deeplearning

bb

basic blocks : tiny network structures

data

utils for dataset loading

loss

some loss function

m

model : deeplearning model constructed with basic blocks

utils

deeplearning training utils

paper

examples

file

some file utils things

plot

1. stack bar plot with hue style

torch

1. seq2seq core from bentrevett/pytorch-seq2seq

web/crawler

1. chaoxin ppt multi threads downloader (jpg->pdf)
2. wujin search http://www.basechem.org
3. chemSub search http://chemsub.online.fr