FrEIA Alternatives
Similar projects and alternatives to FrEIA
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flowtorch
This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a community of users and contributors by focusing initially on complete infra and documentation for how to use and create components.
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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 number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better FrEIA alternative or higher similarity.
FrEIA reviews and mentions
Posts with mentions or reviews of FrEIA.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-07.
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[P] Zuko, a fresh approach to normalizing flows in PyTorch
Normalizing flows (NFs) are very useful tools to build and train expressive parametric distributions. There exists a few libraries for NFs in PyTorch such as nflows, FrEIA and FlowTorch but, in my opinion, their complex APIs and the lack of documentation (except for FrEIA) makes them hard to approach. I initially planned on contributing to their repositories as they did not implement some architectures like neural autoregressive flow, unconstrained monotonic neural networks, sum-of-square polynomial flow or continuous normalizing flow. Unfortunately, none of the libraries seemed under active development anymore at the time.
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[D] Discrete vs. Continuous Normalizing Flows
Found relevant code at https://github.com/VLL-HD/FrEIA + all code implementations here
Stats
Basic FrEIA repo stats
2
733
6.2
about 2 months ago
vislearn/FrEIA is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of FrEIA is Python.
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