Ecosyste.ms: Issues

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GitHub / worldbank/realtabformer issues and pull requests

#97 - fix missing value conversion

Pull Request - State: open - Opened by ValterH 22 days ago

#96 - Bug: Missing value conversion

Issue - State: open - Opened by ValterH 22 days ago

#95 - Bump version to v0.2.2

Pull Request - State: closed - Opened by avsolatorio 2 months ago

#94 - Feature Request: FP8 instead of FP16

Issue - State: open - Opened by N1h1l1sT 2 months ago

#93 - TypeError: cannot unpack non-iterable NoneType object

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

#92 - Issues Running REaLTabFormer_GeoValidator_Example.ipynb on Google Colab

Issue - State: closed - Opened by ArshiaIlaty 2 months ago - 2 comments

#91 - fix args name mismatch

Pull Request - State: closed - Opened by vukasin 3 months ago - 4 comments

#90 - Newest transformers v4.46.0 crashes .fit() [BREAKING Change]

Issue - State: closed - Opened by N1h1l1sT 4 months ago - 1 comment

#88 - Trying to sample conditionally from the second column only?

Issue - State: closed - Opened by AjayTalati76 4 months ago - 1 comment

#86 - Update README.md

Pull Request - State: closed - Opened by avsolatorio 4 months ago

#84 - Disabling checkpoints saving

Issue - State: open - Opened by N1h1l1sT 5 months ago

#81 - Crash using model.predict() to predict a column

Issue - State: open - Opened by I-Mamalikidis 7 months ago

#79 - Generating Balanced Synthesized Data

Issue - State: open - Opened by erland-ramadhan 9 months ago - 1 comment

#78 - Error on mps device

Issue - State: closed - Opened by qzhu2017 9 months ago - 1 comment

#77 - How can we create more synthetic data?

Issue - State: closed - Opened by limhasic 10 months ago - 2 comments

#76 - Use 'int64' and bump version to v0.1.7

Pull Request - State: closed - Opened by avsolatorio 10 months ago

#75 - Bug in process_datetime_data() converting datetime to int

Issue - State: closed - Opened by efstathios-chatzikyriakidis 10 months ago - 2 comments

#74 - Missing value imputation on regular data

Issue - State: open - Opened by RejwankabirHamim 10 months ago - 1 comment

#73 - Bump version to v0.1.6

Pull Request - State: closed - Opened by avsolatorio 10 months ago

#72 - Remove use of .view when casting timestamp to int

Pull Request - State: closed - Opened by avsolatorio 10 months ago

#71 - Bug in process_datetime_data() when using pandas 2.2.1

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

#70 - missing data

Issue - State: open - Opened by limhasic 10 months ago - 2 comments

#68 - Documentation page not working

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

#67 - Question for Generate Synthetic data To compare HMA and REaLTabFormer

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

#57 - Inquiries on fitting parent and child tables

Issue - State: open - Opened by ThomasK1018 about 1 year ago

#56 - Multi-GPU training

Issue - State: open - Opened by vinay-k12 about 1 year ago - 1 comment

#55 - Update docs requirements

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

#54 - Fix docs sphinx-autoapi version and run action on push to main

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

#53 - Apply patches and build new release

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

#52 - cannot import name 'is_fairscale_available' from 'transformers.integrations

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

#50 - Bump version for release v0.1.4

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

#49 - Possible Improvements for CPU inference

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

#48 - Conditional generation?

Issue - State: closed - Opened by gminorcoles over 1 year ago - 4 comments

#47 - Possible mix-up of token columns

Issue - State: closed - Opened by liu305 over 1 year ago - 2 comments

#45 - Transaction datetime in the child table is not sequential

Issue - State: closed - Opened by liu305 over 1 year ago - 1 comment

#44 - Generated datetime value in the child table is invalid

Issue - State: open - Opened by liu305 over 1 year ago - 2 comments

#43 - Running Realtab on Macs

Issue - State: closed - Opened by vinay-k12 over 1 year ago - 4 comments

#42 - Logistic detection metric

Issue - State: closed - Opened by zechchair over 1 year ago - 5 comments

#39 - Add pathlib import to readme example

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

#38 - Docker image to run REalTabFormer to support NVIDIA CUDA and GPU

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

#37 - Future warnings for AdamW and encoder-decoder loss (v4.12.0).

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

#34 - Resolves #32: Auto-detect available device when cuda is not present

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

#33 - Bug when running tabular.fit() and tabular.sample() with CPU

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

#25 - Add accelerate dependency and bump version for release v0.1.3

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

#24 - Unable to complete training in colab

Issue - State: closed - Opened by vinay-k12 over 1 year ago - 2 comments

#23 - CPU OOM during tokenization - Tabular format

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

#22 - Relational Training: CUDA OOM Out of Memory Error

Issue - State: closed - Opened by solitaryangler over 1 year ago - 4 comments

#21 - How to model N-M association tables?

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

#20 - Include Documentation

Pull Request - State: closed - Opened by g4brielvs over 1 year ago - 2 comments
Labels: documentation, enhancement

#19 - Update version for release 0.1.2

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

#18 - New PyPi release

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

#17 - No progress in model training for large number of columns

Issue - State: closed - Opened by vinay-k12 almost 2 years ago - 4 comments

#16 - Support for pre-computation, saving, and loading of the sensitivity threshold

Issue - State: open - Opened by avsolatorio almost 2 years ago
Labels: good first issue

#14 - GPU CUDA: Out Of Memory when training many models

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

#13 - Is there a rule of thumb for NUM_BOOTSTRAP?

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

#12 - Is the calculation of num_train_epochs correct?

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

#11 - Is there a way to overcome output max length limitation?

Issue - State: closed - Opened by echatzikyriakidis almost 2 years ago - 5 comments

#10 - No train with sensitivity for Relational model?

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

#9 - Can the model learn relationships of columns in long distance tables?

Issue - State: closed - Opened by echatzikyriakidis almost 2 years ago - 3 comments

#8 - Model save only works for Tabular model type.

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

#7 - Fixes #6: Don't fail when tables have no numeric data

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

#6 - Problem when fitting dataframe with only categorical features.

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

#5 - Can we treat the method as one of data augmentation?

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

#4 - No "unique_id" in the child table

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

#3 - Control transformers verbosity

Issue - State: open - Opened by avsolatorio about 2 years ago
Labels: good first issue

#1 - Support bert encoder

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