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OpenDAS
lietorch
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0585684d
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## Lietorch简介
Faiss 是一个用于高效相似性搜索和密集向量聚类的库。它提供了在各种规模的向量集合中进行搜索的算法,包括那些可能无法完全适应 RAM 的大型集合。除了搜索功能,Faiss 还包含用于评估和参数调优的支持代码
LieTorch 库将 PyTorch 扩展应用于三维变换群。就像 torch.Tensor 是一个由标量元素构成的多维矩阵一样,lietorch.SE3 是一个由 SE3 元素构成的多维矩阵。我们支持常见的张量操作,如索引、重塑和广播。群操作可以组合到计算图中,并且会在每个元素的切空间中自动进行反向传播
## 版本约束
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