skorch-dev/skorch issues and pull requests

#961 - Release 0.13.0

Pull Request - State: closed - Opened by BenjaminBossan over 1 year ago - 4 comments

#960 - Allow passing uninitialized Accelerator when using AccelerateMixin

Issue - State: open - Opened by BenjaminBossan over 1 year ago

#958 - export model to Torch Script

Issue - State: closed - Opened by fouvy over 1 year ago

#957 - Add possibility to disable inference caching globally

Issue - State: closed - Opened by BenjaminBossan over 1 year ago
Labels: enhancement, help wanted

#956 - Fix failing tests for GPyTorch v1.10

Pull Request - State: closed - Opened by BenjaminBossan over 1 year ago

#955 - Add DistributedHistory for multi-gpu training

Pull Request - State: closed - Opened by BenjaminBossan over 1 year ago - 3 comments

#953 - Dataset with multi target

Issue - State: closed - Opened by MohammadJavadD over 1 year ago

#952 - EarlyStopping callback issue with Skorch + HuggingFace Accelerate

Issue - State: closed - Opened by Raphaaal over 1 year ago - 10 comments

#950 - Ways to do RFE with skorch?

Issue - State: closed - Opened by asmyoo over 1 year ago

#948 - Transformers & tokenizers are not imported on module level

Pull Request - State: closed - Opened by BenjaminBossan over 1 year ago

#947 - Fix accelerate bug, document, add scripts

Pull Request - State: closed - Opened by BenjaminBossan over 1 year ago
Labels: bug

#946 - Train with Skorch +GridSearchCV and test with Pytorch

Issue - State: closed - Opened by AdrienBenamira over 1 year ago - 6 comments
Labels: question

#945 - Update README.rst

Pull Request - State: closed - Opened by RoyiAvital over 1 year ago

#944 - AccelerateMixin error with RandomizedSearchCV

Issue - State: closed - Opened by Raphaaal over 1 year ago - 21 comments

#941 - DOC: How to prevent dictionary unpacking in forward

Pull Request - State: closed - Opened by BenjaminBossan over 1 year ago
Labels: documentation

#940 - Example for Using Skorch for Object Detection with Bounding Box

Issue - State: closed - Opened by RoyiAvital over 1 year ago - 2 comments
Labels: question

#939 - Enable GitHub Discussions for the Project

Issue - State: closed - Opened by RoyiAvital over 1 year ago - 6 comments
Labels: question

#938 - Add PyTorch v2.0.0 to CI, update docs

Pull Request - State: closed - Opened by BenjaminBossan over 1 year ago - 1 comment

#937 - Can't convert data type to numpy array

Issue - State: closed - Opened by gummz over 1 year ago - 3 comments

#936 - Add option to keep the dictionary/SliceDict input packed and skip `_merge_x_and_fit_params` call

Pull Request - State: closed - Opened by josarago over 1 year ago - 8 comments

#935 - GridSearchCV and getting train / val loss

Issue - State: closed - Opened by asmyoo over 1 year ago - 11 comments
Labels: question

#934 - update for neptune 1.0

Pull Request - State: closed - Opened by kshitij12345 over 1 year ago - 8 comments

#933 - Support Pytorch DDP

Issue - State: closed - Opened by YUHUINI1995 over 1 year ago - 3 comments
Labels: question

#932 - How to use custom loss function in skorch?

Issue - State: closed - Opened by jamesee over 1 year ago - 7 comments
Labels: question

#931 - [Proposal] Integration with Hummingbird

Issue - State: closed - Opened by mbignotti almost 2 years ago - 4 comments

#930 - Is skorch able to use GPU on M2 MacBook Pro?

Issue - State: closed - Opened by jamesee almost 2 years ago - 7 comments

#929 - changing from must to most.

Pull Request - State: closed - Opened by abdulasiraj almost 2 years ago

#928 - Fixed imports and Checked Notebooks

Pull Request - State: closed - Opened by sawradip almost 2 years ago - 8 comments

#927 - Bugfixes: Bugs stemming from the use of non-standard modules and criteria

Pull Request - State: closed - Opened by BenjaminBossan almost 2 years ago
Labels: bug

#926 - Address #925

Pull Request - State: closed - Opened by githubnemo almost 2 years ago - 1 comment

#925 - Unhelpful error message when setting invalid parameter with `set_params`

Issue - State: closed - Opened by githubnemo almost 2 years ago - 1 comment

#924 - gs and Time series split

Issue - State: closed - Opened by franxav79 almost 2 years ago - 3 comments
Labels: question

#923 - Bugfix: tests that fail in sklearn 1.2

Pull Request - State: closed - Opened by BenjaminBossan almost 2 years ago

#922 - Add support for torch.compile

Pull Request - State: closed - Opened by BenjaminBossan almost 2 years ago - 3 comments

#921 - Fix FutureWarnings from numpy and torch

Pull Request - State: closed - Opened by BenjaminBossan almost 2 years ago
Labels: maintenance

#920 - pytorch-lightning

Issue - State: closed - Opened by stephanecollot almost 2 years ago - 7 comments
Labels: question

#919 - Test and update skorch notebooks on Colab

Issue - State: closed - Opened by BenjaminBossan almost 2 years ago - 19 comments
Labels: help wanted, good first issue

#918 - Update conda install instructions, remove environment.yml

Pull Request - State: closed - Opened by BenjaminBossan almost 2 years ago - 1 comment

#917 - Add an example of finetuning a HF VisionTranformer

Pull Request - State: closed - Opened by BenjaminBossan almost 2 years ago - 1 comment
Labels: enhancement

#916 - criteria in prefix_

Issue - State: closed - Opened by rja172 almost 2 years ago - 5 comments
Labels: question

#915 - Bump version to 0.12.1dev

Pull Request - State: closed - Opened by BenjaminBossan almost 2 years ago

#914 - Update deploy.sh, openssl, use pip

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 2 comments

#913 - Don't fail when gpytorch import fails

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 1 comment

#912 - skorch doctor: a tool to understand the net

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 4 comments
Labels: enhancement

#911 - Update CI to use PyTorch 1.13

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 2 comments

#910 - About Parallelism

Issue - State: closed - Opened by furkankaradas about 2 years ago - 4 comments

#909 - DOC Update the documentation in several places

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago

#908 - Fix false warning if iterator_valid__shuffle=False

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago
Labels: bug

#907 - `UserWarning: You set iterator_valid__shuffle=True` after upgrading to 0.12.0, but it is False

Issue - State: closed - Opened by rhjohnstone about 2 years ago - 4 comments
Labels: bug

#906 - Update the Neptune integration

Pull Request - State: closed - Opened by twolodzko about 2 years ago - 12 comments

#905 - The entry for the badge was missing

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago

#904 - Add Hugging Face integration tests

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 5 comments

#903 - Post release 0.12.0

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago

#902 - Preparation for release of skorch v0.12.0

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 2 comments

#901 - Integration tests with Hugging Face Hub

Issue - State: closed - Opened by BenjaminBossan about 2 years ago

#900 - would this repository participate on hacktoberfest any time soon?

Issue - State: closed - Opened by ranggakd about 2 years ago - 1 comment

#899 - CVE-2007-4559 Patch

Pull Request - State: closed - Opened by TrellixVulnTeam about 2 years ago

#898 - Nets using accelerate cannot be pickled

Issue - State: open - Opened by BenjaminBossan about 2 years ago - 1 comment

#897 - Bugfix tests hf tokenizers

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago

#896 - Add tests about saving/loading with accelerate

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 2 comments

#895 - ImportError: cannot import name 'Sequence' from 'collections'

Issue - State: closed - Opened by weissmanuel about 2 years ago - 5 comments

#894 - Edited notebook name to fix Colab & GitHub links

Pull Request - State: closed - Opened by merveenoyan about 2 years ago - 3 comments

#893 - Redirection from notebook example to Open in Colab doesn't work

Issue - State: closed - Opened by merveenoyan about 2 years ago - 2 comments

#892 - NeuralNetClassifier with DataLoader

Issue - State: closed - Opened by kamalabdul about 2 years ago - 18 comments
Labels: question

#891 - when skorch will has cpp version for libtorch cpp env?

Issue - State: closed - Opened by mullerhai about 2 years ago - 4 comments

#890 - Skip GPyTorch tests if torch version too low

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago

#889 - Update MNIST.ipynb

Pull Request - State: closed - Opened by chrishwiggins about 2 years ago - 3 comments

#888 - Remove outdated version checks

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 1 comment

#887 - Distutils Version classes (including LooseVersion) are deprecated

Issue - State: closed - Opened by timokau about 2 years ago - 8 comments

#886 - fetch_openml should return numpy arrays

Pull Request - State: closed - Opened by BenjaminBossan about 2 years ago - 1 comment

#885 - forward() missing 1 required positional argument: 'X'

Issue - State: closed - Opened by DreamCookie about 2 years ago - 5 comments

#884 - Move mps data to CPU in util.to_numpy

Pull Request - State: closed - Opened by adelevie over 2 years ago - 9 comments

#883 - Error using m1/mps acceleration after training

Issue - State: closed - Opened by adelevie over 2 years ago - 1 comment
Labels: bug

#882 - fix typo in huggingface.rst

Pull Request - State: closed - Opened by adelevie over 2 years ago

#881 - HfHubWriter: Save checkpoints on Hugging Face Hub

Pull Request - State: closed - Opened by BenjaminBossan over 2 years ago - 5 comments
Labels: enhancement

#880 - Loading extra arguments w/ cuda dependency on CPU

Pull Request - State: closed - Opened by BenjaminBossan over 2 years ago

#879 - Address #834: Document random seeding

Pull Request - State: closed - Opened by ottonemo over 2 years ago

#878 - adding reference to model in unpack_data(batch)?

Issue - State: closed - Opened by cinntamani over 2 years ago - 4 comments

#877 - Bugfix: Loading set_params kwargs without cuda

Pull Request - State: closed - Opened by BenjaminBossan over 2 years ago - 2 comments
Labels: bug

#876 - Nets now can be loaded even if device=None

Pull Request - State: closed - Opened by BenjaminBossan over 2 years ago - 1 comment
Labels: bug

#875 - Move accelerate and update docs

Pull Request - State: closed - Opened by BenjaminBossan over 2 years ago - 1 comment

#874 - Support for gradient accumulation with accelerate

Pull Request - State: closed - Opened by BenjaminBossan over 2 years ago - 1 comment

#872 - skorch 0.12.0

Issue - State: closed - Opened by jrhyness over 2 years ago - 4 comments
Labels: question

#869 - Fix wrong error message in Checkpoint

Pull Request - State: closed - Opened by BenjaminBossan over 2 years ago
Labels: bug

#863 - torch geometric support + example notebook

Pull Request - State: closed - Opened by ottonemo over 2 years ago - 1 comment

#837 - EarlyStopping with GridSearchCV

Issue - State: closed - Opened by ilkersigirci over 2 years ago - 3 comments
Labels: question

#834 - readthedocs search optimization

Issue - State: closed - Opened by ottonemo almost 3 years ago - 2 comments
Labels: good first issue, documentation

#805 - FixMatch (semi-supervised learning) usecase

Issue - State: closed - Opened by aliechoes about 3 years ago - 9 comments

#796 - Adding DGL and DGL-LifeSci support

Issue - State: open - Opened by BernardoHernandezAdame over 3 years ago - 4 comments

#785 - Sharpness Aware Minimization

Issue - State: closed - Opened by robintibor over 3 years ago - 8 comments

#782 - Gaussian processes via gpytorch

Pull Request - State: closed - Opened by BenjaminBossan over 3 years ago - 12 comments
Labels: enhancement

#752 - Rename CVSplit to ValidationSplit

Issue - State: closed - Opened by timokau over 3 years ago - 5 comments
Labels: good first issue

#724 - Add notebook that shows how to use skorch with optuna

Pull Request - State: closed - Opened by BenjaminBossan almost 4 years ago - 4 comments
Labels: enhancement

#716 - DOC: simplify sample_weight example

Pull Request - State: closed - Opened by stsievert about 4 years ago - 7 comments

#701 - Problem with Pipeline nesting a TransformedTargetRegressor

Issue - State: closed - Opened by LL8848 about 4 years ago - 11 comments
Labels: question

#700 - Stochastic Weight Averaging

Issue - State: open - Opened by WillCastle about 4 years ago - 10 comments
Labels: enhancement

#584 - How to read input_dim from fit method?

Issue - State: closed - Opened by gennaro-tedesco almost 5 years ago - 10 comments

#553 - Train on GPU and predict on CPU

Issue - State: open - Opened by stanbiryukov about 5 years ago - 21 comments

#458 - fit function not working within pipeline

Issue - State: closed - Opened by ssoulhi over 5 years ago - 9 comments

#412 - conda package cant find requirements.txt

Issue - State: closed - Opened by dhirschfeld almost 6 years ago - 9 comments
Labels: bug

GitHub / skorch-dev/skorch issues and pull requests