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# Fast Discounted Cumulative Sums in PyTorch
![Fast Discounted Cumulative Sums in PyTorch](doc/img/logo_small.png)
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![Fast Discounted Cumulative Sums in PyTorch](doc/img/logo_small.png)
This repository implements an efficient parallel algorithm for the computation of discounted cumulative sums
and a Python package with differentiable bindings to PyTorch. The `cumsum` operation is frequently seen in data science
domains concerned with time series, including Reinforcement Learning (RL).
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