Ecosyste.ms: Issues

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GitHub / automl/TabPFN issues and pull requests

#91 - Duplicated datasets in test

Issue - State: open - Opened by SamuelGabriel 4 months ago

#89 - Updates to training notebook

Pull Request - State: open - Opened by carteakey 7 months ago

#88 - UserWarning from torch.utils.checkpoint

Issue - State: open - Opened by DhanshreeA 7 months ago

#87 - EnsembleTabPFN for bigger than 1000 rows dataset

Issue - State: closed - Opened by ericleonardo 7 months ago - 1 comment

#85 - Innovating on the model

Issue - State: closed - Opened by setipsh 9 months ago - 1 comment

#84 - Some doubts about TABPFN Training in Section E.3 of the paper

Issue - State: closed - Opened by liuquangao 9 months ago - 3 comments

#83 - The variable "single_eval_position" has a chance of being zero.

Issue - State: closed - Opened by liuquangao 9 months ago - 2 comments

#82 - Best practices - your code

Issue - State: closed - Opened by Ipsedo 9 months ago - 1 comment

#81 - training tabpfn

Issue - State: closed - Opened by annalinne 9 months ago - 1 comment

#80 - remove_outliers sets imbalanced categorical features to constants

Issue - State: closed - Opened by amueller 9 months ago - 1 comment

#79 - Meaning of mix_activations

Issue - State: open - Opened by amueller 10 months ago

#78 - Potential issue in sampling choice variables

Issue - State: closed - Opened by amueller 10 months ago - 1 comment

#77 - How to get row/sample embeddings?

Issue - State: closed - Opened by AdrianBZG 11 months ago - 1 comment

#76 - Bag prior weights

Issue - State: open - Opened by amueller 11 months ago - 2 comments

#75 - Trying to understand hyper-parameter curation

Issue - State: open - Opened by amueller 11 months ago

#74 - Update transformer_prediction_interface.py

Pull Request - State: closed - Opened by fangwei123456 11 months ago - 3 comments

#71 - What purpose does remove_models_from_memory serve?

Issue - State: closed - Opened by DhanshreeA 11 months ago - 1 comment

#70 - Update transformer_prediction_interface.py

Pull Request - State: closed - Opened by liuquangao 11 months ago

#69 - model does not support gradient calculation if no_grad = False?

Issue - State: open - Opened by herdonyan 12 months ago - 1 comment

#68 - Error in cross entropy loss calculation 160/train.py

Issue - State: open - Opened by herdonyan 12 months ago

#67 - Why src_mask = single_eval_pos + len(style_src)?

Issue - State: closed - Opened by herdonyan 12 months ago - 1 comment

#66 - What should I do to reproduce your results?

Issue - State: closed - Opened by herdonyan 12 months ago - 2 comments

#65 - Can you give an index list of the 18 datasets used for Table 1?

Issue - State: closed - Opened by yxzwang 12 months ago - 1 comment

#64 - Default model supports only 100 dimensions?

Issue - State: closed - Opened by SkBlaz 12 months ago - 2 comments

#63 - Error in PrepareDatasets.ipynb

Issue - State: closed - Opened by calvinmccarter 12 months ago - 1 comment

#62 - It takes a long time to download checkpoint file.

Issue - State: closed - Opened by TyrionWuYue about 1 year ago - 2 comments

#61 - Incremental learning

Issue - State: closed - Opened by mglowacki100 about 1 year ago - 3 comments

#60 - TabPFNClassifier.predict raise torch warning

Issue - State: closed - Opened by G-Piotr about 1 year ago - 1 comment

#59 - open_cc_valid_dids contains datasets not in CC-18

Issue - State: closed - Opened by amueller about 1 year ago - 1 comment

#58 - Online/Continuous Learning Support

Issue - State: closed - Opened by robme-l about 1 year ago - 4 comments

#57 - broken link

Issue - State: closed - Opened by G-Piotr about 1 year ago - 1 comment

#55 - What are the input values for encoder and decoder?

Issue - State: closed - Opened by Sakura5540 about 1 year ago - 1 comment

#54 - Hyperparameters for XGBoost models in Table 2

Issue - State: closed - Opened by georgestein about 1 year ago - 4 comments

#53 - Synthetic Data Generator Issue

Issue - State: closed - Opened by moonrabbit12 about 1 year ago - 2 comments

#52 - How to disable overwrite_warning=True without putting it in fit

Issue - State: closed - Opened by apavlo89 about 1 year ago - 1 comment

#51 - SCM vs. BNN

Issue - State: open - Opened by NivC about 1 year ago - 1 comment

#50 - Support for 'mps' device (i.e. for Apple Silicon)

Issue - State: open - Opened by brndnsy about 1 year ago - 2 comments

#49 - train_mixed_precision is not passed in model_builder?

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

#48 - Can we do Class weighting in TabPFN?

Issue - State: closed - Opened by leosv123 over 1 year ago - 2 comments

#47 - How to suppress message?

Issue - State: closed - Opened by NathanWang7 over 1 year ago - 1 comment

#46 - How to include TabPFN in TPOT's custom dictionary

Issue - State: closed - Opened by apavlo89 over 1 year ago - 1 comment

#45 - Do I need to oversample imbalance data when I use tabpfn ?

Issue - State: closed - Opened by EeyoreLee over 1 year ago - 1 comment

#44 - verbose level

Issue - State: closed - Opened by mstrmnd1 over 1 year ago - 1 comment

#43 - Take forever to load pretrained checkpoint on Macbook M1

Issue - State: closed - Opened by hqng over 1 year ago - 1 comment

#42 - Fix typo in caching

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

#41 - How to Change the max number features

Issue - State: closed - Opened by ikunpy over 1 year ago - 1 comment

#39 - aggregate_k_gradients default defined twice in get_model

Issue - State: closed - Opened by amueller over 1 year ago - 1 comment

#38 - check_is_compatible not used in get_model

Issue - State: closed - Opened by amueller over 1 year ago - 2 comments

#37 - Random patches for naive scaling?

Issue - State: closed - Opened by mglowacki100 over 1 year ago - 2 comments

#36 - Several for-loops in evaluation don't seem to do anything

Issue - State: open - Opened by amueller over 1 year ago - 2 comments

#35 - AttributeError: 'TabPFNClassifier' object has no attribute 'no_grad'

Issue - State: closed - Opened by miquelduranfrigola over 1 year ago - 1 comment

#34 - F1 score is 0

Issue - State: closed - Opened by nutquant over 1 year ago - 2 comments

#33 - Fix bug in is_classification

Pull Request - State: closed - Opened by amueller over 1 year ago - 2 comments

#32 - cannot import name 'TabPFNClassifier' from 'tabpfn' (unknown location)

Issue - State: closed - Opened by jzhang305 over 1 year ago - 2 comments

#31 - Allow diff batch size for mem saving

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

#30 - Computation of gradient with respect to the input

Pull Request - State: closed - Opened by David-Schnurr almost 2 years ago - 2 comments

#29 - running on 'glass' gives index error in cross_entropy

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

#28 - more nitpicks on end-to-end

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

#27 - silly question: learning curves

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

#26 - batch size?

Issue - State: closed - Opened by amueller almost 2 years ago - 18 comments

#25 - Version issues for training

Issue - State: closed - Opened by amueller almost 2 years ago - 8 comments

#24 - Difficulties with reproducing the training

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

#23 - Time series regression?

Issue - State: closed - Opened by wangy8989 almost 2 years ago - 4 comments

#22 - Can we use TabPFN for regression tasks?

Issue - State: closed - Opened by mark0935git almost 2 years ago - 2 comments

#21 - Regression?

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

#20 - Feature importance

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

#19 - N_ensemble_configurations default value

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

#18 - Does it work for regression as well?

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

#17 - New load model function without gpytorch dependency

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

#16 - Update tabular_baselines.py

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

#15 - excessive print statements

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

#14 - NameError: name 'Module' is not defined

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

#13 - setup.py dependencies

Issue - State: closed - Opened by Innixma about 2 years ago - 10 comments

#12 - Create LICENSE.txt

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

#11 - Problems saving a trained model

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

#10 - Licensing

Issue - State: closed - Opened by amueller about 2 years ago - 3 comments

#9 - feat: TabPFNClassifier can be pickled

Pull Request - State: closed - Opened by Thytu about 2 years ago - 4 comments

#8 - Can this tool be used for regression problems?

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

#7 - The transformer_prediction_interface.py needs to be modified.

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

#6 - GPU Warning on breast cancer example from git

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

#5 - ValueError: ('The number of features for this classifier is restricted to ', 100)

Issue - State: closed - Opened by UmarIgan about 2 years ago - 3 comments

#4 - Request to share documentation

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

#3 - collaboration

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

#2 - Data Pre-Checks

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

#1 - Requirements

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