Update CHANGELOG.md

Author: seanmor5

CHANGELOG.md

@@ -1,24 +1,42 @@
 # Changelog
-
-## v0.6.0 (2023-08-17)
-
-### Breaking
-
-* Shape is now passed as an option in `Axon.input/2`.
-
-### Deprecations
-
-* Deprecated `Axon.Optimizers` module. Use `Polaris.Optimizers` instead.
-* Deprecated `Axon.Schedules` module. Use `Polaris.Schedules` instead.
-* Deprecated `Axon.Updates` module. Use `Polaris.Updates` instead.
-
-### Enhancements
-
-* Add `Axon.mask/2` function.
-* Add `Axon.blur_pool/1` function.
-* Add `Axon.MixedPrecision.cast/3` function.
-* Add `Axon.Losses.huber/2` function.
-* Add label smoothing functionality with `Axon.Losses.label_smoothing/1` and `Axon.Losses.apply_label_smoothing/2`.
+
+## v0.7.0 (2024-10-08)
+
+### Bug Fixes
+
+* Do not cast integers in in Axon.MixedPrecision.cast/2
+* Fix iteration counts handler in loops
+* Various documentation fixes and enhancements
+
+### Enhancements
+
+* Add support for global layer options
+* Add `inspect_values` option in compiler
+* Add `Axon.rewrite_nodes` API for graph manipulation
+* Add simple quantization API
+* Replace model parameter map with model state struct
+* Use layer name as a hook name for introspection
+* Use templates as parameters
+
+## v0.6.0 (2023-08-17)
+
+### Breaking
+
+* Shape is now passed as an option in `Axon.input/2`.
+
+### Deprecations
+
+* Deprecated `Axon.Optimizers` module. Use `Polaris.Optimizers` instead.
+* Deprecated `Axon.Schedules` module. Use `Polaris.Schedules` instead.
+* Deprecated `Axon.Updates` module. Use `Polaris.Updates` instead.
+
+### Enhancements
+
+* Add `Axon.mask/2` function.
+* Add `Axon.blur_pool/1` function.
+* Add `Axon.MixedPrecision.cast/3` function.
+* Add `Axon.Losses.huber/2` function.
+* Add label smoothing functionality with `Axon.Losses.label_smoothing/1` and `Axon.Losses.apply_label_smoothing/2`.
 
 ## v0.5.1 (2023-02-17)