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Merged
seanmor5 merged 1 commit into from
Jan 19, 2023
Merged

Updates for release 0.4 #456

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22 changes: 22 additions & 0 deletions CHANGELOG.md
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@@ -1,5 +1,27 @@
# Changelog

## v0.4.0 (2022-01-19)

### Enhancements

* Add `Axon.pop_nodes/2` for popping nodes off of a graph
* Update `Axon.freeze/2` and `Axon.unfreeze/2` for manipulating frozen portions of Axon graph
* Add `Axon.Loop.monitor/5` for firing events based on loop state criteria
* Add `Axon.Loop.kino_vega_lite_plot/4` for producing Kino plots during training
* Add `Axon.Schedules.linear_decay/1`
* Performance boosts to `Axon.Loop` which prevent compilation cache misses in most Axon training and evaluation loops
* Add global event counts for more correct filtering during Axon loops
* Use layer state to manage dropout keys, making training more deterministic when starting from the same key
* Make building Axon models fully deterministic
* Add a bidirectional combinator

### Bug Fixes

* Fix issue with namespaced stateful models not updating correctly during training
* Fix bug in `Axon.Loop.early_stop/3` which incorrectly tracked progress and would not early stop loop
* Fix bug in `Axon.Loop.reduce_lr_on_plateau/3` which incorrectly tracked progress and would not reduce learning rate
* Fix bug in `Axon.Layers.conv_transpose/4` when using channels last

## v0.3.1 (2022-12-07)

### Enhancements
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2 changes: 1 addition & 1 deletion mix.exs
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Expand Up @@ -2,7 +2,7 @@ defmodule Axon.MixProject do
use Mix.Project

@source_url "https://github.com/elixir-nx/axon"
@version "0.3.0"
@version "0.4.0"

def project do
[
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