Python manifolds

Open-source Python projects categorized as manifolds

Python manifold Projects

  • aquamam

    An autoregressive, quaternion manifold model for rapidly estimating complex SO(3) distributions.

  • Project mention: DeepVoxels: Learning Persistent 3D Feature Embeddings | /r/LearningMachines | 2023-07-27

    This paper is near and dear to my heart because I saw the presentation at the first and only machine learning conference I've ever attended (thanks a lot, ICML, NeurIPS (x2), and ICLR!). It's a neural rendering approach that precedes NeRF, but you can see some similarities (even more so in the follow-up paper about "Scene Representation Networks"). Sitzmann and co-authors also published a paper about using sinusoidal activations in implicit representation models at NeurIPS 2020, the same conference where the "Fourier Features" paper (which has many of the same authors as the NeRF paper) was also presented. It's always interesting to me to see how ideas in science often pop-up at the same time from different researchers (e.g., attention).

  • 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.

    InfluxDB logo
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).

Python manifolds related posts

  • DeepVoxels: Learning Persistent 3D Feature Embeddings

    3 projects | /r/LearningMachines | 27 Jul 2023
  • AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions

    1 project | /r/LearningMachines | 8 Jul 2023

Index

Project Stars
1 aquamam 1

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