poros 0.0.73

some useful code

This is a project for later lazy work! Only support for python3, ☹️, but maybe you can try in python2

Install

命令行直接安装

pip install poros

从代码库安装

git clone https://github.com/diqiuzhuanzhuan/poros.git
cd poros
python setup install

Some code is created by myself, and some code is inspired by others, such as allennlp etc.

poros_chars

Provide a set of small functions

usage:

• convert Chinese words into Arabic numbers:

from poros.poros_chars import chinese_to_arabic
>>> print(chinese_to_arabic.NumberAdapter.convert("四千三百万"))
43000000

poros_loss

Provide some loss functions, such as gravity loss, and dice loss usage:

from poros.poros_loss import GravityLoss
>>> gl = GravityLoss()
        # [1, 2]
>>> input_a = torch.tensor([[1.0, 1]], requires_grad=True)
>>> input_b = torch.tensor([[1.0, 1]], requires_grad=True)
>>> target = torch.tensor([[4.0]])
>>> output = gl(input_a, input_b, target)
>>> torch.testing.assert_close(output, target)

clustering

from poros.poros_cluster import *

Thanks

PyCharm, Mircosoft Visual Studio Code