News

Latest release informatiton

• Elixir

  v1.17.3 2024-09-18

  1. Bug fixes

  Elixir

  • [Duration] Fix parsing of fractional durations with non-positive seconds
  • [Kernel] Do not attempt to group module warnings when they have a large context

  IEx

  • [IEx.Helpers] Properly reconsolidate protocols on recompile

  Mix

  • [mix compile.elixir] Do not verify modules twice
  • [mix xref] Respect the --label option on stats and cycles

• Phoenix

  1.7.14 2024-06-18

  [latest version url] https://hexdocs.pm/phoenix/1.7.14/

• Phoenix_live_view

  1.0.0-rc.6 2024-06-27

  [latest version url] https://hexdocs.pm/phoenix_live_view/1.0.0-rc.6/

• Bumblebee

  v0.5.3 2024-02-26

  Fixed

  • Loading generation config with nil attributes
  • Generating with :no_repeat_ngram_length when using lower precision

• Axon

  v0.6.1 2024-02-23

  What’s Changed

  • test: ensure Loop.checkpoint reacts to event filter by @polvalente in https://github.com/elixir-nx/axon/pull/520
  • Fix log-sum-exp to match the definition by @jonatanklosko in https://github.com/elixir-nx/axon/pull/527
  • Fix typos and add codespell GitHub action by @kianmeng in https://github.com/elixir-nx/axon/pull/528
  • Iteration bug multiple plots by @robinmonjo in https://github.com/elixir-nx/axon/pull/525
  • refactor(examples): consistent CIFAR-10 shapes by @grzuy in https://github.com/elixir-nx/axon/pull/534
  • ci: updates CI versions by @grzuy in https://github.com/elixir-nx/axon/pull/515
  • Add block utility by @seanmor5 in https://github.com/elixir-nx/axon/pull/524
  • Add metadata to layers by @seanmor5 in https://github.com/elixir-nx/axon/pull/535
  • Fix missing reference in documentation. by @matiasgali in https://github.com/elixir-nx/axon/pull/539
  • test: fixes Axon.block tests by @grzuy in https://github.com/elixir-nx/axon/pull/537
  • Do not prefil metrics map by @josevalim in https://github.com/elixir-nx/axon/pull/440
  • Fix omission in XOR example. by @matiasgali in https://github.com/elixir-nx/axon/pull/541
  • Do not cast integer to float unintentionally by @seanmor5 in https://github.com/elixir-nx/axon/pull/547
  • Update “Horses or humans” example. by @matiasgali in https://github.com/elixir-nx/axon/pull/543
  • refactor(examples): attempt to improve clarity of where some hard-coded numbers coming from or mean by @grzuy in https://github.com/elixir-nx/axon/pull/512
  • Introduce composite params, fix stability issue with unrolled RNNs by @seanmor5 in https://github.com/elixir-nx/axon/pull/550
  • Force garbage collection option by @seanmor5 in https://github.com/elixir-nx/axon/pull/551
  • Fix resize methods with kernel by @jonatanklosko in https://github.com/elixir-nx/axon/pull/554
  • Add option to control anti-aliasing in the resize layer by @jonatanklosko in https://github.com/elixir-nx/axon/pull/555
  • Fix event count for multiple handlers by @hwuethrich in https://github.com/elixir-nx/axon/pull/556
  • Patch release for MLIR by @seanmor5 in https://github.com/elixir-nx/axon/pull/559

  New Contributors

  • @matiasgali made their first contribution in https://github.com/elixir-nx/axon/pull/539
  • @hwuethrich made their first contribution in https://github.com/elixir-nx/axon/pull/556

  Full Changelog: https://github.com/elixir-nx/axon/compare/v0.6.0…v0.6.1

• 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