Awesome Normalizing Flows Versions Save

Awesome resources on normalizing flows.

v1.0.0

9 months ago

What's Changed

Added Papers, a video and Code by @jejjohnson in https://github.com/janosh/awesome-normalizing-flows/pull/1
More papers and applications. by @jejjohnson in https://github.com/janosh/awesome-normalizing-flows/pull/2
Added more papers. by @jejjohnson in https://github.com/janosh/awesome-normalizing-flows/pull/4
add Normalizing Flows with Multi-Scale Autoregressive Priors paper by @ksachdeva in https://github.com/janosh/awesome-normalizing-flows/pull/6
Add Neural Autoregressive Flows paper by @ksachdeva in https://github.com/janosh/awesome-normalizing-flows/pull/7
add FrEIA framework by @kleinicke in https://github.com/janosh/awesome-normalizing-flows/pull/8
add a link to the tutorial on youtube by @ksachdeva in https://github.com/janosh/awesome-normalizing-flows/pull/10
Added SurVAE Flows. by @hushon in https://github.com/janosh/awesome-normalizing-flows/pull/13
add Normalizing Kalman Filters paper in applications section by @ksachdeva in https://github.com/janosh/awesome-normalizing-flows/pull/14
add entry for ECCV 2020 video tutorial by Marcus Brubaker (@mbrubake) by @ksachdeva in https://github.com/janosh/awesome-normalizing-flows/pull/15
Update readme - blog posts on change of variables by @MattSkiff in https://github.com/janosh/awesome-normalizing-flows/pull/16
Add VINF by @iphysresearch in https://github.com/janosh/awesome-normalizing-flows/pull/19
Patch 1 add InvertibleNetworks.jl by @rafaelorozco in https://github.com/janosh/awesome-normalizing-flows/pull/20
Added pzflow to the list of Jax packages by @jfcrenshaw in https://github.com/janosh/awesome-normalizing-flows/pull/21
add an implementation in PyTorch by @MaximeVandegar in https://github.com/janosh/awesome-normalizing-flows/pull/24
Add "Latent Space Policies for Hierarchical Reinforcement Learning" by @hartikainen in https://github.com/janosh/awesome-normalizing-flows/pull/25
[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/janosh/awesome-normalizing-flows/pull/26
Add flowtorch by Facebook / meta by @cranmer in https://github.com/janosh/awesome-normalizing-flows/pull/27
Auto-generated readme by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/29
Reverse order readme items by date by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/30
Add full authors list for all publications by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/31
Add https://youtu.be/7TOvhz93G9o by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/32
Add 12 more publications by @jejjohnson in https://github.com/janosh/awesome-normalizing-flows/pull/33
Add "Multi-scale Attention Flow for Probabilistic Time Series Forecasting" by @hanlaoshi in https://github.com/janosh/awesome-normalizing-flows/pull/36
Add LAMPE package by @francois-rozet in https://github.com/janosh/awesome-normalizing-flows/pull/39
Add Unconstrained Monotonic Neural Networks and Graphical Normalizing Flows by @francois-rozet in https://github.com/janosh/awesome-normalizing-flows/pull/40
[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/janosh/awesome-normalizing-flows/pull/41
Add Jammy Flows PyTorch package by @thoglu in https://github.com/janosh/awesome-normalizing-flows/pull/43
Define Item and Section TypedDicts in make_readme.py by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/44
Replace LAMPE by Zuko by @francois-rozet in https://github.com/janosh/awesome-normalizing-flows/pull/46
Add StyleFlow by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/47
Add dark and light mode versions for readme diagrams by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/48
Fix RNVP, MAF and MADE diagrams not showing white version in dark mode by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/49
Added normflows to the list of PyTorch packages by @VincentStimper in https://github.com/janosh/awesome-normalizing-flows/pull/50
pre-commit autoupdate by @pre-commit-ci in https://github.com/janosh/awesome-normalizing-flows/pull/51
Add ruff linter by @janosh in https://github.com/janosh/awesome-normalizing-flows/pull/52
Add 'FInC Flow: Fast and Invertible k×k Convolutions for Normalizing Flows' by @Naagar in https://github.com/janosh/awesome-normalizing-flows/pull/56
Add 'Invertible Monotone Operators for Normalizing Flows' by @byeongkeunahn in https://github.com/janosh/awesome-normalizing-flows/pull/59
[pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/janosh/awesome-normalizing-flows/pull/60
Update the name of ICNF.jl by @prbzrg in https://github.com/janosh/awesome-normalizing-flows/pull/61

New Contributors

@jejjohnson made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/1
@ksachdeva made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/6
@kleinicke made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/8
@hushon made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/13
@MattSkiff made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/16
@iphysresearch made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/19
@rafaelorozco made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/20
@jfcrenshaw made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/21
@MaximeVandegar made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/24
@hartikainen made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/25
@cranmer made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/27
@janosh made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/29
@hanlaoshi made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/36
@francois-rozet made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/39
@thoglu made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/43
@VincentStimper made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/50
@Naagar made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/56
@byeongkeunahn made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/59
@prbzrg made their first contribution in https://github.com/janosh/awesome-normalizing-flows/pull/61

Full Changelog: https://github.com/janosh/awesome-normalizing-flows/commits/v1.0.0