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Latest release informatiton

• Elixir

  v1.18.3 2025-03-06

  1. Enhancements

  Elixir

  • [JSON] Encode any JSON key to string
  • [Kernel] Allow <<_::3*8>> in typespecs

  Mix

  • [mix loadpaths] Support --no-listeners option

  2. Bug fixes

  Elixir

  • [CLI] Fix --no-color not setting :ansi_enabled to false
  • [Protocol] Return correct implementation for an invalid struct pointing to nil
  • [Stream] Do not raise when Stream.cycle/1 is explicitly halted

  ExUnit

  • [ExUnit.Diff] Fix regression when diffing nested improper lists

  IEx

  • [IEx.Autocomplete] Fix autocomplete crash when expanding struct with __MODULE__
  • [IEx.Helpers] Do not purge on recompile if IEx is not running

• Phoenix

  1.8.0-rc.0 2025-04-01

  [latest version url] https://hexdocs.pm/phoenix/1.8.0-rc.0/

• Phoenix_live_view

  1.0.9 2025-03-26

  [latest version url] https://hexdocs.pm/phoenix_live_view/1.0.9/

• Nx

  0.9.2 2024-11-16

  [latest version url] https://hexdocs.pm/nx/0.9.2/

• Axon

  v0.7.0 2024-10-07

  What’s Changed

  • Do not cast integers in in Axon.MixedPrecision.cast/2 by @jonatanklosko in https://github.com/elixir-nx/axon/pull/562
  • Add support for global layer options by @jonatanklosko in https://github.com/elixir-nx/axon/pull/563
  • Fix warnings by @jonatanklosko in https://github.com/elixir-nx/axon/pull/560
  • improved doc formatting by fixing indentation and escape characters by @RicardoSantos-99 in https://github.com/elixir-nx/axon/pull/565
  • Fix typos in docs about options by @preciz in https://github.com/elixir-nx/axon/pull/566
  • Fix docs file basename by @preciz in https://github.com/elixir-nx/axon/pull/569
  • Use model state struct instead of parameters by @seanmor5 in https://github.com/elixir-nx/axon/pull/553
  • Add meta property to nodes by @seanmor5 in https://github.com/elixir-nx/axon/pull/571
  • Fix iteration counts by @seanmor5 in https://github.com/elixir-nx/axon/pull/572
  • Support blocks with multiple inputs by @seanmor5 in https://github.com/elixir-nx/axon/pull/574
  • Fix missing state in training by @seanmor5 in https://github.com/elixir-nx/axon/pull/579
  • Add inspect_values option by @seanmor5 in https://github.com/elixir-nx/axon/pull/581
  • Use templates as parameters by @seanmor5 in https://github.com/elixir-nx/axon/pull/588
  • Add rewrite_nodes function by @seanmor5 in https://github.com/elixir-nx/axon/pull/589
  • Refactor containers by @seanmor5 in https://github.com/elixir-nx/axon/pull/590
  • Provide layer name as hook name by @seanmor5 in https://github.com/elixir-nx/axon/pull/536
  • Add simple quantization API by @seanmor5 in https://github.com/elixir-nx/axon/pull/586
  • Improve language and fix function arity in docs by @preciz in https://github.com/elixir-nx/axon/pull/591
  • Add time-series regression example notebook by @santiago-imelio in https://github.com/elixir-nx/axon/pull/587
  • Update changelog with changes between v0.5.1..v0.6.0 by @preciz in https://github.com/elixir-nx/axon/pull/593
  • Release v0.7.0 by @seanmor5 in https://github.com/elixir-nx/axon/pull/596

  New Contributors

  • @RicardoSantos-99 made their first contribution in https://github.com/elixir-nx/axon/pull/565
  • @santiago-imelio made their first contribution in https://github.com/elixir-nx/axon/pull/587

  Full Changelog: https://github.com/elixir-nx/axon/compare/v0.6.1…v0.7.0

• Bumblebee

  v0.6.0 2024-10-07

  Added

  • Notebook about Retrieval-Augmented Generation (RAG) (#353)
  • Phi model (#356)
  • Gemma model (#358)
  • Support for input streaming in Whisper serving (#361)
  • Stable Diffusion ControlNet model (#359)
  • Support for multiple EOS tokens in text generation (#368)
  • Phi-3 model (#374)
  • Support for Llama 3 (#387)
  • Support for CLS token pooling in text embedding (#385)
  • Support for HTTP proxies (#391)
  • M2M100 and NLLB models (#392)
  • Multilingual translation serving (Bumblebee.Text.translation/4) (#395)
  • Swin model (#394)

  Changed

  • (Breaking) Renamed :use_qkv_bias spec option to :use_attention_bias in ViT, DeiT and DINOv2
  • (Breaking) Changed spec options for optional outputs (:output_hidden_states, :output_attentions) to global layer options (#360)
  • Whisper serving to stream input using ffmpeg when given a file path (#361)
  • (Breaking) Changed model params to use %Axon.ModelState{}, matching Axon v0.7.0 (#375)

  Fixed

  • Token classification crashing when all tokens are special
  • Batched text generation finishing too early
  • Crash on empty list of entities when aggregating entities in token classification (#386)

• Scholar

  v0.2.0 2023-08-29

  Added

  • Add Affinity Propagation
  • Addt-SNE
  • Add Polynomial Regression
  • Add ‘unrolling loops’ option
  • Add Trapezoidal Integration
  • Add AUC-ROC, AUC, and ROC Curve
  • Add Simpson rule Integration
  • Add Radius Nearest Neighbors
  • Add DBSCAN
  • Add classification metrics: Average Precision Score, Balanced Accuracy Score, Cohen Kappa Score, Brier Score Loss, Zero-One Loss, Top-k Accuracy Score
  • Add regression metrics: R2 Score, MSLE, MAPE, Maximum Residual Error
  • Add Gaussian Mixtures
  • Add Model selection functionalities: K-fold, K-fold Cross Validation, Grid Search
  • Add a guide with Cross-Validation and Grid Search

  Changed

  • Update notebooks
  • Add support for :f16 and :bf16 types in SVD
  • Replace seeds with Random.key
  • Add support for custom optimizers in Logistic Regression
  • Unify tests
  • Add support for axes in Confusion Matrix
  • Add support for broadcasting in Metrics.Distances
  • Update CI
  • Change structure of metrics in Scholar

  Fixed

  • Better types management

  Pull requests

  • Small updates to notebooks by @msluszniak in https://github.com/elixir-nx/scholar/pull/95
  • Fix typos / grammar in docs of k_means.ex by @zorbash in https://github.com/elixir-nx/scholar/pull/96
  • Improve types by @msluszniak in https://github.com/elixir-nx/scholar/pull/97
  • Add Hex/Hexdocs Badge by @jeregrine in https://github.com/elixir-nx/scholar/pull/98
  • Add :f16 and :bf16 to svd by @msluszniak in https://github.com/elixir-nx/scholar/pull/100
  • Add affinity propagation by @msluszniak in https://github.com/elixir-nx/scholar/pull/99
  • Add t-SNE by @msluszniak in https://github.com/elixir-nx/scholar/pull/101
  • Added polynomial regression with tests and livebook by @matiascr in https://github.com/elixir-nx/scholar/pull/104
  • Add key as an option to seed by @msluszniak in https://github.com/elixir-nx/scholar/pull/105
  • Add unrolling loops by @msluszniak in https://github.com/elixir-nx/scholar/pull/106
  • feat: support custom optimizers in logistic regression by @polvalente in https://github.com/elixir-nx/scholar/pull/108
  • chore: use polaris by @polvalente in https://github.com/elixir-nx/scholar/pull/110
  • Simply while loops pattern match by @msluszniak in https://github.com/elixir-nx/scholar/pull/109
  • feat: add early-stopping criterion to logistic reg by @polvalente in https://github.com/elixir-nx/scholar/pull/111
  • Add trapezoidal integration by @msluszniak in https://github.com/elixir-nx/scholar/pull/115
  • Add auc_roc, auc and roc_curve by @msluszniak in https://github.com/elixir-nx/scholar/pull/114
  • Add simpson rule by @msluszniak in https://github.com/elixir-nx/scholar/pull/116
  • Add general improvements by @msluszniak in https://github.com/elixir-nx/scholar/pull/118
  • Unify tests by @msluszniak in https://github.com/elixir-nx/scholar/pull/119
  • Add Radius Nearest Neighbors by @msluszniak in https://github.com/elixir-nx/scholar/pull/120
  • Add DBSCAN by @msluszniak in https://github.com/elixir-nx/scholar/pull/121
  • Add average precision score by @msluszniak in https://github.com/elixir-nx/scholar/pull/124
  • Upgrade confusion matrix function by @msluszniak in https://github.com/elixir-nx/scholar/pull/126
  • Add Balanced Accuracy Score by @msluszniak in https://github.com/elixir-nx/scholar/pull/127
  • Add Cohen Kappa Score by @msluszniak in https://github.com/elixir-nx/scholar/pull/129
  • Add Brier Score Loss by @msluszniak in https://github.com/elixir-nx/scholar/pull/128
  • Allow broadcast in distances by @msluszniak in https://github.com/elixir-nx/scholar/pull/131
  • Fix typo in README.md by @msluszniak in https://github.com/elixir-nx/scholar/pull/132
  • Delete the incorrect pasted content by @ghostiee in https://github.com/elixir-nx/scholar/pull/136
  • Move test by @msluszniak in https://github.com/elixir-nx/scholar/pull/138
  • Add MSLE and MAPE regression metrics (see #122) by @santiago-imelio in https://github.com/elixir-nx/scholar/pull/139
  • Adding Gaussian Mixture Model by @krstopro in https://github.com/elixir-nx/scholar/pull/137
  • Update test.yml by @josevalim in https://github.com/elixir-nx/scholar/pull/142
  • Add r2_score based on requested changes. by @alexbispo in https://github.com/elixir-nx/scholar/pull/141
  • Add zero-one loss by @msluszniak in https://github.com/elixir-nx/scholar/pull/143
  • Update docs in zero_one_loss by @msluszniak in https://github.com/elixir-nx/scholar/pull/146
  • Add maximum residual error by @msluszniak in https://github.com/elixir-nx/scholar/pull/145
  • Add K-fold by @msluszniak in https://github.com/elixir-nx/scholar/pull/140
  • Add top_k_accuracy_score by @msluszniak in https://github.com/elixir-nx/scholar/pull/147
  • Change the structure of metrics.ex by @msluszniak in https://github.com/elixir-nx/scholar/pull/151
  • Prepare notebooks for the new release by @msluszniak in https://github.com/elixir-nx/scholar/pull/117
  • Add Dice coefficient and upgrade Jaccard similarity by @msluszniak in https://github.com/elixir-nx/scholar/pull/153
  • Add explained variance score by @msluszniak in https://github.com/elixir-nx/scholar/pull/155
  • Grid search by @msluszniak in https://github.com/elixir-nx/scholar/pull/154
  • Prepare for release by @msluszniak in https://github.com/elixir-nx/scholar/pull/157
  • Create notebook for CV presentation by @santiago-imelio in https://github.com/elixir-nx/scholar/pull/156
  • Change Logistic Regression Test by @msluszniak in https://github.com/elixir-nx/scholar/pull/159
  • Incorporate newer API for plots into guides by @msluszniak in https://github.com/elixir-nx/scholar/pull/158
  • Update CHANGELOG.md by @msluszniak in https://github.com/elixir-nx/scholar/pull/160
  • Remove override from mix.exs by @msluszniak in https://github.com/elixir-nx/scholar/pull/165

  New Contributors

  • @zorbash made their first contribution in https://github.com/elixir-nx/scholar/pull/96
  • @jeregrine made their first contribution in https://github.com/elixir-nx/scholar/pull/98
  • @matiascr made their first contribution in https://github.com/elixir-nx/scholar/pull/104
  • @ghostiee made their first contribution in https://github.com/elixir-nx/scholar/pull/136
  • @santiago-imelio made their first contribution in https://github.com/elixir-nx/scholar/pull/139
  • @krstopro made their first contribution in https://github.com/elixir-nx/scholar/pull/137
  • @alexbispo made their first contribution in https://github.com/elixir-nx/scholar/pull/141

  Full Diff: https://github.com/elixir-nx/scholar/compare/v0.1.0…v0.2.0 Changelog: https://github.com/elixir-nx/scholar/blob/main/CHANGELOG.md