Elixir Nx Axon Versions Save

What's Changed

• Fix group normalization by @seanmor5 in https://github.com/elixir-nx/axon/pull/477

Full Changelog: https://github.com/elixir-nx/axon/compare/v0.5.0...v0.5.1

What's Changed

• Add more integration tests by @seanmor5 in https://github.com/elixir-nx/axon/pull/466
• Remove ONNX from CI by @seanmor5 in https://github.com/elixir-nx/axon/pull/462
• docs: update Axon.Loop docs by @polvalente in https://github.com/elixir-nx/axon/pull/469
• Remove deprecated transform by @seanmor5 in https://github.com/elixir-nx/axon/pull/467
• Prepare for Nx 0.5 by @seanmor5 in https://github.com/elixir-nx/axon/pull/471
• Deprecate Axon.Loop.handle/4 by @seanmor5 in https://github.com/elixir-nx/axon/pull/470
• docs: update channels default value mentioned in the docs by @nickgnd in https://github.com/elixir-nx/axon/pull/473
• Release v0.5 by @seanmor5 in https://github.com/elixir-nx/axon/pull/476

New Contributors

• @nickgnd made their first contribution in https://github.com/elixir-nx/axon/pull/473

Full Changelog: https://github.com/elixir-nx/axon/compare/v0.4.1...v0.5.0

What's Changed

• Fix mismatch for certain optimizers with dropout by @seanmor5 in https://github.com/elixir-nx/axon/pull/458

Full Changelog: https://github.com/elixir-nx/axon/compare/v0.4.0...v0.4.1

What's Changed

• Add gradient accumulation by @seanmor5 in https://github.com/elixir-nx/axon/pull/397
• Update notebook dependencies by @tcoyze in https://github.com/elixir-nx/axon/pull/398
• Return init params on compile by @josevalim in https://github.com/elixir-nx/axon/pull/400
• Update your_first_axon_model.livemd by @joelpaulkoch in https://github.com/elixir-nx/axon/pull/401
• Remove redundant cells by @msluszniak in https://github.com/elixir-nx/axon/pull/402
• Support lazy container inputs by @seanmor5 in https://github.com/elixir-nx/axon/pull/403
• Start an integration test suite by @seanmor5 in https://github.com/elixir-nx/axon/pull/404
• Unify event handlers in loops by @seanmor5 in https://github.com/elixir-nx/axon/pull/405
• Doc latex fixes by @chadykamar in https://github.com/elixir-nx/axon/pull/406
• Fix issue with initialization missing keys for some layers by @seanmor5 in https://github.com/elixir-nx/axon/pull/407
• Fix issue with namespaced stateful models by @seanmor5 in https://github.com/elixir-nx/axon/pull/409
• Training improvements by @seanmor5 in https://github.com/elixir-nx/axon/pull/411
• Add plot handler by @cigrainger in https://github.com/elixir-nx/axon/pull/412
• Training upgrades by @seanmor5 in https://github.com/elixir-nx/axon/pull/420
• Update schedules to require initial value by @seanmor5 in https://github.com/elixir-nx/axon/pull/421
• Make training deterministic by @seanmor5 in https://github.com/elixir-nx/axon/pull/424
• Use global event counts for correct filters in loops by @seanmor5 in https://github.com/elixir-nx/axon/pull/425
• Remove cast to Nx.Defn.Expr and simplify logits in losses by @josevalim in https://github.com/elixir-nx/axon/pull/429
• Build evaluator and zero metrics only once by @josevalim in https://github.com/elixir-nx/axon/pull/428
• Use a layer state to manage dropout state so it changes between runs by @seanmor5 in https://github.com/elixir-nx/axon/pull/426
• Provide deterministic builds by @josevalim in https://github.com/elixir-nx/axon/pull/427
• Use a more assertive name on plotting by @josevalim in https://github.com/elixir-nx/axon/pull/418
• Fix conv transpose with channels last by @seanmor5 in https://github.com/elixir-nx/axon/pull/431
• Fix Basic Examples by @nskins in https://github.com/elixir-nx/axon/pull/437
• Implement dropout as a passthrough by @josevalim in https://github.com/elixir-nx/axon/pull/436
• Only compute random key on init by @josevalim in https://github.com/elixir-nx/axon/pull/435
• Remove extra usage of 'expected input' from error message in get_input/3 by @nskins in https://github.com/elixir-nx/axon/pull/438
• Fix text generator example by @nskins in https://github.com/elixir-nx/axon/pull/441
• Add paragraph on integrating with Nx.Serving by @jonatanklosko in https://github.com/elixir-nx/axon/pull/442
• Include the folder for the guide links by @matthusby in https://github.com/elixir-nx/axon/pull/445
• Fix typo in Axon.Display.as_table by @NduatiK in https://github.com/elixir-nx/axon/pull/447
• Fix documentation for evaluator by @seanmor5 in https://github.com/elixir-nx/axon/pull/449
• Fix Fashion MNIST autoencoder example by @nskins in https://github.com/elixir-nx/axon/pull/439
• Fix issues with mismatched templates by @seanmor5 in https://github.com/elixir-nx/axon/pull/450
• Fix deprecation warnings with new Nx by @seanmor5 in https://github.com/elixir-nx/axon/pull/454
• Updates for release 0.4 by @seanmor5 in https://github.com/elixir-nx/axon/pull/456

New Contributors

• @tcoyze made their first contribution in https://github.com/elixir-nx/axon/pull/398
• @joelpaulkoch made their first contribution in https://github.com/elixir-nx/axon/pull/401
• @chadykamar made their first contribution in https://github.com/elixir-nx/axon/pull/406
• @matthusby made their first contribution in https://github.com/elixir-nx/axon/pull/445

Full Changelog: https://github.com/elixir-nx/axon/compare/v0.3.0...v0.4.0