[P] Torchsort - Fast, differentiable sorting and ranking in PyTorch

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Pytorch Ranking Machine Learning differentiable AI

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  • torchsort

    Fast, differentiable sorting and ranking in PyTorch

  • fast-soft-sort

    Fast Differentiable Sorting and Ranking

    • The original implementation (https://github.com/google-research/fast-soft-sort) uses numba for the forward pass and pure python for the backwards pass, while Torchsort has both implemented in C++/CUDA with additional parallelization over the batch dimension. You can find some benchmarks in the Torchsort readme.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • google-research

    Google Research

    • code: on the Google Research github, with a README that has nice drawings (https://github.com/google-research/google-research/tree/master/perturbations)

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