Python density-estimation

Open-source Python projects categorized as density-estimation
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Topics: normalizing-flows Deep Learning generative-model Probability awesome-list
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Top 4 Python density-estimation Projects

  • awesome-normalizing-flows

    Awesome resources on normalizing flows.

  • nflows

    Normalizing flows in PyTorch

  • 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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  • zuko

    Normalizing flows in PyTorch

  • Roundtrip

    Roundtrip: density estimation with deep generative neural networks

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 density-estimation related posts

  • [P] Zuko, a fresh approach to normalizing flows in PyTorch

    4 projects | /r/MachineLearning | 7 Feb 2023

  • [D] Understanding Generative Flow

    1 project | /r/MachineLearning | 22 Jul 2021

Index

What are some of the best open-source density-estimation projects in Python? This list will help you:

Project Stars
1 awesome-normalizing-flows 1,302
2 nflows 805
3 zuko 252
4 Roundtrip 61

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