rough-paths

Open-source projects categorized as rough-paths
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Language: + Python + C++
Topics: Pytorch deep-neural-networks Deep Learning Machine Learning signatures
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rough-path Open-Source Projects

  • NeuralCDE

    Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

  • signatory

    Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

  • 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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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

rough-paths related posts

  • [R] Neural Controlled Differential Equations (TLDR: well-understood mathematics + Neural ODEs = SOTA models for irregular time series)

    1 project | /r/MachineLearning | 19 May 2021

Index

Project Stars
1 NeuralCDE 581
2 signatory 252

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