Ecosyste.ms: Issues

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GitHub / PriorLabs/TabPFN issues and pull requests

#162 - Error with AutoTabPFNClassifier with sklearn<1.6

Issue - State: closed - Opened by jzluo 4 days ago - 1 comment

#161 - Using subsample_features with TabPFN v2

Issue - State: open - Opened by calvinmccarter 7 days ago

#160 - Add supported python versions badge

Pull Request - State: closed - Opened by Innixma 7 days ago

#159 - Add Python 3.12 PyPi tag

Pull Request - State: closed - Opened by Innixma 7 days ago

#157 - Access to Data Generation Process

Issue - State: closed - Opened by ahmedwael19 8 days ago - 1 comment

#156 - Add DOI Link to Paper to README

Pull Request - State: closed - Opened by LennartPurucker 8 days ago

#155 - Issue with AutoTabPFNRegressor

Issue - State: closed - Opened by Mccti078 8 days ago - 1 comment

#154 - SHAP Compatibility Issue with TabPFNClassifier

Issue - State: closed - Opened by VatsalPatel18 9 days ago - 1 comment

#152 - Fix encoder error by converting NaN to placeholder strings in text features

Pull Request - State: open - Opened by kgovind0001 9 days ago - 3 comments

#151 - fix: make fingerprint feature deterministic

Pull Request - State: closed - Opened by LennartPurucker 10 days ago - 3 comments

#151 - fix: make fingerprint feature deterministic

Pull Request - State: closed - Opened by LennartPurucker 10 days ago - 3 comments

#150 - Why does it take so long to calculate the shap value?

Issue - State: closed - Opened by yrlmike 10 days ago - 1 comment

#150 - Why does it take so long to calculate the shap value?

Issue - State: closed - Opened by yrlmike 10 days ago - 1 comment

#149 - Predict performance is very pool

Issue - State: closed - Opened by daha121646608 10 days ago - 2 comments

#148 - Accept dict as preprocessor config

Pull Request - State: closed - Opened by LeoGrin 10 days ago

#147 - Does it support the ROCm framework and AMD graphics cards?

Issue - State: open - Opened by Mnsy-Syl 11 days ago - 2 comments

#147 - Does it support the ROCm framework and AMD graphics cards?

Issue - State: open - Opened by Mnsy-Syl 11 days ago - 1 comment

#146 - TabPFN Feature Handling

Issue - State: closed - Opened by ShakunBaichoo 11 days ago - 4 comments

#145 - Support Python >= 3.12

Issue - State: closed - Opened by brurucy 12 days ago - 1 comment

#145 - Support Python >= 3.12

Issue - State: closed - Opened by brurucy 12 days ago - 1 comment

#145 - Support Python >= 3.12

Issue - State: closed - Opened by brurucy 12 days ago - 1 comment

#143 - Turning off preprocessing

Issue - State: closed - Opened by calvinmccarter 14 days ago - 2 comments

#143 - Turning off preprocessing

Issue - State: closed - Opened by calvinmccarter 14 days ago - 2 comments

#142 - Local development installation fails

Issue - State: closed - Opened by LiganiumInc 15 days ago - 3 comments

#141 - Improve dependencies versioning and ci

Pull Request - State: closed - Opened by LeoGrin 15 days ago - 1 comment

#139 - AutoTabPFN giving an error

Issue - State: closed - Opened by ShakunBaichoo 16 days ago - 3 comments

#138 - TabPFN fails on text with NA

Issue - State: open - Opened by LeoGrin 16 days ago - 1 comment
Labels: bug, good first issue

#137 - Document better how to use offline

Issue - State: open - Opened by LeoGrin 17 days ago
Labels: documentation

#136 - Support scikit-learn version < 1.2.0

Issue - State: open - Opened by LeoGrin 17 days ago
Labels: enhancement, good first issue

#135 - Fix error when using TabPFN as part of a pipeline

Pull Request - State: closed - Opened by LeoGrin 18 days ago - 11 comments

#134 - Improve model loading from HuggingFace

Issue - State: open - Opened by noahho 18 days ago

#133 - An error occurred when the package was imported

Issue - State: closed - Opened by modrq 18 days ago - 2 comments

#132 - Failed to download model "tabpfn-v2-regressor-wyl4o83o.ckpt"

Issue - State: closed - Opened by LHT-LHT 18 days ago - 1 comment

#131 - Issues running Running AutoTabPFNClassifier

Issue - State: closed - Opened by ShakunBaichoo 18 days ago - 3 comments

#130 - Increase number of classes for prediction?

Issue - State: closed - Opened by mikemcka 18 days ago - 2 comments

#129 - Document strategies to use more samples

Issue - State: open - Opened by noahho 18 days ago - 3 comments
Labels: documentation, good first issue, help wanted

#128 - Fix installation command for case sensitive OS

Pull Request - State: closed - Opened by zinccat 18 days ago - 1 comment

#127 - Issues running the breast cancer example classification

Issue - State: closed - Opened by ShakunBaichoo 18 days ago - 11 comments
Labels: documentation

#126 - fix `balance_probalities` argument

Pull Request - State: closed - Opened by LeoGrin 18 days ago

#125 - Batch predictions when test set is large

Issue - State: open - Opened by LeoGrin 19 days ago - 1 comment
Labels: enhancement

#124 - chore: update utils.py

Pull Request - State: closed - Opened by eltociear 19 days ago - 1 comment

#123 - How to fine-tune the TabPFN model?

Issue - State: open - Opened by setipsh 19 days ago - 3 comments
Labels: enhancement, help wanted

#122 - `balance_probabilities` is maybe wrong?

Issue - State: closed - Opened by LeoGrin 19 days ago - 2 comments
Labels: bug

#121 - ValueError: The number of quantiles cannot be greater than the number of samples used

Issue - State: open - Opened by mgcyung 19 days ago - 4 comments
Labels: bug

#120 - Document bimodal / full uncertainty regression outputs

Issue - State: open - Opened by noahho 20 days ago
Labels: documentation

#119 - max_num_features=100?

Issue - State: closed - Opened by MarioKrenn6240 20 days ago - 1 comment

#117 - Update README.md

Pull Request - State: closed - Opened by viv-analytics 20 days ago - 1 comment

#116 - Specify numpy version requirement

Pull Request - State: open - Opened by clementzach 21 days ago - 1 comment

#115 - Is 10k samples the maximum supported size?

Issue - State: closed - Opened by g7845123 21 days ago - 3 comments

#114 - fix: joblib <1.3 support

Pull Request - State: closed - Opened by LennartPurucker 21 days ago

#113 - Cloab environment bug

Issue - State: closed - Opened by 16627517673 21 days ago - 2 comments

#112 - fix: joblib 1.4.0 `return_as` requirement

Issue - State: closed - Opened by LennartPurucker 21 days ago - 5 comments
Labels: bug

#111 - Embeddings Functionality

Issue - State: open - Opened by noahho 22 days ago - 2 comments
Labels: enhancement, help wanted

#110 - `tabpfn<2.0` raises an exception during fit call

Issue - State: closed - Opened by Innixma 22 days ago - 4 comments
Labels: bug

#109 - Gap-filling

Issue - State: closed - Opened by gdkrmr 22 days ago - 2 comments

#108 - NaNs in predictors

Issue - State: open - Opened by gdkrmr 22 days ago - 10 comments
Labels: bug

#107 - doc: minor update to readme and v1

Pull Request - State: closed - Opened by LennartPurucker 23 days ago

#106 - save an ICL tuned model

Issue - State: open - Opened by miraculixx 23 days ago - 4 comments
Labels: documentation

#105 - fix(seed): use `np.iinfo` for maxint for random seeds

Pull Request - State: closed - Opened by eddiebergman 23 days ago

#104 - optim: replace usage of `os.sysconf` for Windows

Issue - State: open - Opened by eddiebergman 23 days ago - 2 comments
Labels: bug

#103 - fix(windows): Ignore `os.sysconf` with windows

Pull Request - State: closed - Opened by eddiebergman 23 days ago

#102 - downloads the checkpoints?

Issue - State: closed - Opened by Hammer-888 23 days ago - 5 comments

#101 - How to choose checkpoints of different version?

Issue - State: closed - Opened by xumwen 23 days ago - 5 comments
Labels: documentation

#100 - [Windows] Memory error with model.predict() on TabPFNRegressor

Issue - State: open - Opened by realshaktigupta 23 days ago - 13 comments
Labels: documentation

#99 - Error when running default AutoTabPFNRegressor example

Issue - State: closed - Opened by ritviksahajpal 23 days ago - 1 comment

#98 - Loss function in regression

Issue - State: closed - Opened by ogencoglu 23 days ago - 1 comment

#97 - Feature: Support ONNX conversion for models

Issue - State: open - Opened by ogencoglu 23 days ago - 1 comment
Labels: enhancement, help wanted

#95 - __sklearn_tags__ in TabPFNClassifier

Issue - State: closed - Opened by anshulg954 about 2 months ago - 1 comment

#94 - 18 numerical datasets mentioned in paper

Issue - State: closed - Opened by fengyuli-dev about 2 months ago - 1 comment

#93 - transformer architecture

Issue - State: closed - Opened by wangy8989 2 months ago - 1 comment

#92 - Figure 5 paper

Issue - State: closed - Opened by annawiewer 2 months ago - 1 comment

#91 - Duplicated datasets in test

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

#90 - path_ = 'prior_tuning_result.pkl'，Where did this document come from？？

Issue - State: closed - Opened by setipsh 8 months ago - 1 comment

#89 - Updates to training notebook

Pull Request - State: closed - Opened by carteakey 9 months ago - 1 comment

#88 - UserWarning from torch.utils.checkpoint

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

#87 - EnsembleTabPFN for bigger than 1000 rows dataset

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

#85 - Innovating on the model

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

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

Issue - State: closed - Opened by liuquangao 11 months ago - 3 comments

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

Issue - State: closed - Opened by liuquangao 11 months ago - 2 comments

#82 - Best practices - your code

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

#81 - training tabpfn

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

#80 - remove_outliers sets imbalanced categorical features to constants

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

#79 - Meaning of mix_activations

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

#78 - Potential issue in sampling choice variables

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

#77 - How to get row/sample embeddings?

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

#76 - Bag prior weights

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

#75 - Trying to understand hyper-parameter curation

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

#74 - Update transformer_prediction_interface.py

Pull Request - State: closed - Opened by fangwei123456 about 1 year ago - 3 comments

#71 - What purpose does remove_models_from_memory serve?

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

#70 - Update transformer_prediction_interface.py

Pull Request - State: closed - Opened by liuquangao about 1 year ago