【文件属性】:
文件名称:Aletheia:用于解包ReLU DNN的Python包
文件大小:1.98MB
文件格式:ZIP
更新时间:2021-05-05 06:13:22
deep-neural-networks local-linear-models explainable-ai local-interpretation self-explanatory-ml
失神症
用于解包ReLU神经网络的Python包
安装
需要以下环境:
Python 3.6、3.7、3.8(尝试使用Google Colab)
matplotlib> = 3.1.3
numpy> = 1.18
熊猫> = 1.1.2
seaborn> = 0.9.0
scikit学习> = 0.23.0
csaps> = 0.11.0
pip install aletheia-dnn
用法
载入资料
import numpy as np
import pandas as pd
import matplotlib . pyplot as plt
from sklearn . datasets import make_circles
from sklearn . model_selection import train_test_split
random_state =
【文件预览】:
Aletheia-master
----examples()
--------CoCircles.ipynb(1.48MB)
--------demo-pytorch.ipynb(29KB)
--------results()
--------BostonHouse.ipynb(884KB)
--------demo-keras.ipynb(12KB)
----.gitignore(30B)
----README.md(4KB)