TopologyLayer:机器学习的拓扑层
拓扑层
构建状态：
这个存储库包含一个 Python 包，它实现了与 PyTorch 兼容的持久同源层，以及输出的特征化。
有关此主题的介绍，请参阅预印本A Topology Layer for Machine Learning ，
点云优化
在这个例子中，我们增加了随机点云中Kong的大小。
from topologylayer . nn import AlphaLayer , BarcodePolyFeature
import torch , numpy as np , matplotlib . pyplot as plt
# random pointcloud
np . random . seed ( 0 )
data = np . random . rand ( 100 , 2 )
# optimization to increase size of holes
lay
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资源详情
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