New arXiv work proposes incorporating human-based feature understandability directly into feature selection for tabular XAI, aiming to generate more accessible natural language explanations rather than only evaluating them…
#AI #XAI #HumanCentredAI #TabularData
https://arxiv.org/abs/2610.16627
#AI #XAI #HumanCentredAI #TabularData
https://arxiv.org/abs/2610.16627
October 15, 2026 at 2:01 PM
New arXiv work proposes incorporating human-based feature understandability directly into feature selection for tabular XAI, aiming to generate more accessible natural language explanations rather than only evaluating them…
#AI #XAI #HumanCentredAI #TabularData
https://arxiv.org/abs/2610.16627
#AI #XAI #HumanCentredAI #TabularData
https://arxiv.org/abs/2610.16627
New arXiv work introduces LATTEArena, a standardized benchmarking framework for evaluating LLM-powered tabular feature engineering methods, covering 24 core configurations across 7 research questions. Aims to address…
#AI #MachineLearning #TabularData #Benchmarking
https://arxiv.org/abs/2606.09004
#AI #MachineLearning #TabularData #Benchmarking
https://arxiv.org/abs/2606.09004
October 15, 2026 at 8:01 AM
New arXiv work introduces LATTEArena, a standardized benchmarking framework for evaluating LLM-powered tabular feature engineering methods, covering 24 core configurations across 7 research questions. Aims to address…
#AI #MachineLearning #TabularData #Benchmarking
https://arxiv.org/abs/2606.09004
#AI #MachineLearning #TabularData #Benchmarking
https://arxiv.org/abs/2606.09004
New arXiv paper systematically re-evaluates regression objectives for tabular deep learning, finding many proposed alternatives offer limited gains over tuned MSE, while quantile loss shows consistent improvements. The…
#TabularData #DeepLearning #Regression #ArXiv
https://arxiv.org/abs/2610.13909
#TabularData #DeepLearning #Regression #ArXiv
https://arxiv.org/abs/2610.13909
October 12, 2026 at 4:01 PM
New arXiv paper systematically re-evaluates regression objectives for tabular deep learning, finding many proposed alternatives offer limited gains over tuned MSE, while quantile loss shows consistent improvements. The…
#TabularData #DeepLearning #Regression #ArXiv
https://arxiv.org/abs/2610.13909
#TabularData #DeepLearning #Regression #ArXiv
https://arxiv.org/abs/2610.13909
SelectArena is a new benchmark for feature selection on real-world tabular data, addressing limitations of outdated models and artificial datasets in prior evaluations.
#MachineLearning #FeatureSelection #TabularData #AIResearch
https://arxiv.org/abs/2610.13644
#MachineLearning #FeatureSelection #TabularData #AIResearch
https://arxiv.org/abs/2610.13644
October 12, 2026 at 2:01 PM
SelectArena is a new benchmark for feature selection on real-world tabular data, addressing limitations of outdated models and artificial datasets in prior evaluations.
#MachineLearning #FeatureSelection #TabularData #AIResearch
https://arxiv.org/abs/2610.13644
#MachineLearning #FeatureSelection #TabularData #AIResearch
https://arxiv.org/abs/2610.13644
When you're dealing with small datasets, Tablib is all you need. Eirik Berge, PhD explains everything you need to know about Tablib in his latest article. Read now!
#Python #TabularData
#Python #TabularData
Use Tablib to Handle Simple Tabular Data in Python
Sometimes a Shallow Abstraction is more Valuable than Performance
towardsdatascience.com
November 28, 2024 at 7:18 PM
When you're dealing with small datasets, Tablib is all you need. Eirik Berge, PhD explains everything you need to know about Tablib in his latest article. Read now!
#Python #TabularData
#Python #TabularData
OK this still need some ironing but... in #LeagueCSV 9.22.0 a new interface is added `TabularData` which enables the following magic 😍 #PHP #interoperability #extension #tabulardata for more information and limitations check the documentation csv.thephpleague.com/9.0/reader/r...
January 18, 2025 at 9:41 AM
OK this still need some ironing but... in #LeagueCSV 9.22.0 a new interface is added `TabularData` which enables the following magic 😍 #PHP #interoperability #extension #tabulardata for more information and limitations check the documentation csv.thephpleague.com/9.0/reader/r...
Google Research has unveiled TabFM, a foundation model for tabular data prediction that requires no dataset‑specific training.
Read Full Article: deccanfounders.com/2026/02/news...
#deccanfounders #google #alphabet #ai #tabfm #tabulardata
Read Full Article: deccanfounders.com/2026/02/news...
#deccanfounders #google #alphabet #ai #tabfm #tabulardata
July 2, 2026 at 8:00 AM
Google Research has unveiled TabFM, a foundation model for tabular data prediction that requires no dataset‑specific training.
Read Full Article: deccanfounders.com/2026/02/news...
#deccanfounders #google #alphabet #ai #tabfm #tabulardata
Read Full Article: deccanfounders.com/2026/02/news...
#deccanfounders #google #alphabet #ai #tabfm #tabulardata
TabularBuilder makes converting any swift object to a tabulardata dataframe has never been easier!
- declarative syntax in the style of swiftui
- type-safe data mapping
- efficient dataframe creation
- supports conditional mapping and transformation
github.com/fatbobman/T...
- declarative syntax in the style of swiftui
- type-safe data mapping
- efficient dataframe creation
- supports conditional mapping and transformation
github.com/fatbobman/T...
June 6, 2025 at 12:47 PM
TabularBuilder makes converting any swift object to a tabulardata dataframe has never been easier!
- declarative syntax in the style of swiftui
- type-safe data mapping
- efficient dataframe creation
- supports conditional mapping and transformation
github.com/fatbobman/T...
- declarative syntax in the style of swiftui
- type-safe data mapping
- efficient dataframe creation
- supports conditional mapping and transformation
github.com/fatbobman/T...
Use Swift’s generics, KeyPath, protocol extensions, and ResultBuilder to build a type-safe DataFrame export tool with TabularData. Dive into column mapping, conditional logic, and clean DSL syntax for maximum flexibility, highlighting Swift’s appeal.
fatbobman.com/en/posts/ex...
fatbobman.com/en/posts/ex...
Experience the Charm of Swift - One-Click DataFrame Export
Build a generic, type-safe DataFrame export tool in Swift using TabularData, KeyPath, and ResultBuilder—with column selection, mapping, and filtering support
fatbobman.com
May 21, 2025 at 12:38 PM
Use Swift’s generics, KeyPath, protocol extensions, and ResultBuilder to build a type-safe DataFrame export tool with TabularData. Dive into column mapping, conditional logic, and clean DSL syntax for maximum flexibility, highlighting Swift’s appeal.
fatbobman.com/en/posts/ex...
fatbobman.com/en/posts/ex...
Did you know that in recent Python-Blosc2 4.2.0 we released extremely efficient indexing engines that can store data in (guess what) ...compressed state?
As a result, much larger tables can be indexed. Look at how this fares against other good indexing engines in plots below.
Enjoy!
#TabularData
As a result, much larger tables can be indexed. Look at how this fares against other good indexing engines in plots below.
Enjoy!
#TabularData
May 12, 2026 at 9:09 AM
Did you know that in recent Python-Blosc2 4.2.0 we released extremely efficient indexing engines that can store data in (guess what) ...compressed state?
As a result, much larger tables can be indexed. Look at how this fares against other good indexing engines in plots below.
Enjoy!
#TabularData
As a result, much larger tables can be indexed. Look at how this fares against other good indexing engines in plots below.
Enjoy!
#TabularData
A benchmark of 17 methods on 68 tabular datasets found deep‑learning models outperformed gradient‑boosted trees. It compared deep‑learning, gradient‑boosted trees and AutoML. Read more: https://getnews.me/deep-learning-surpasses-traditional-models-on-tabular-data/ #deeplearning #tabulardata
October 8, 2025 at 11:55 AM
A benchmark of 17 methods on 68 tabular datasets found deep‑learning models outperformed gradient‑boosted trees. It compared deep‑learning, gradient‑boosted trees and AutoML. Read more: https://getnews.me/deep-learning-surpasses-traditional-models-on-tabular-data/ #deeplearning #tabulardata
RuleNet, a transformer for tabular data, was tested on eight benchmarks and matched or beat leading tree‑based methods while staying computationally efficient. Read more: https://getnews.me/rulenet-transformer-advances-deep-learning-for-tabular-data/ #tabulardata #transformer
September 24, 2025 at 5:29 AM
RuleNet, a transformer for tabular data, was tested on eight benchmarks and matched or beat leading tree‑based methods while staying computationally efficient. Read more: https://getnews.me/rulenet-transformer-advances-deep-learning-for-tabular-data/ #tabulardata #transformer
ReFine improves synthetic tabular data generation in low‑data settings, achieving 0.44 R‑squared gain for regression and a 10% relative boost in F1 for classification. Read more: https://getnews.me/refine-boosts-synthetic-tabular-data-generation-in-low-data-settings/ #syntheticdata #tabulardata
September 17, 2025 at 1:43 AM
ReFine improves synthetic tabular data generation in low‑data settings, achieving 0.44 R‑squared gain for regression and a 10% relative boost in F1 for classification. Read more: https://getnews.me/refine-boosts-synthetic-tabular-data-generation-in-low-data-settings/ #syntheticdata #tabulardata
AutoGluon 1.2 is now public! Some highlights for tabular data:
1. 70% win-rate vs version 1.1.
2. TabPFNMix foundation model, parallel fit
3. AutoGluon-Assistant: Zero-code ML with LLMs.
Also, very cool improvements for TimeSeries related to Chronos!
#AutoML #TabularData
1. 70% win-rate vs version 1.1.
2. TabPFNMix foundation model, parallel fit
3. AutoGluon-Assistant: Zero-code ML with LLMs.
Also, very cool improvements for TimeSeries related to Chronos!
#AutoML #TabularData
Release v1.2.0 · autogluon/autogluon
Version 1.2.0
We're happy to announce the AutoGluon 1.2.0 release.
AutoGluon 1.2 contains massive improvements to both Tabular and TimeSeries modules, each achieving a 70% win-rate vs AutoGluon 1.1...
github.com
November 27, 2024 at 8:40 PM
AutoGluon 1.2 is now public! Some highlights for tabular data:
1. 70% win-rate vs version 1.1.
2. TabPFNMix foundation model, parallel fit
3. AutoGluon-Assistant: Zero-code ML with LLMs.
Also, very cool improvements for TimeSeries related to Chronos!
#AutoML #TabularData
1. 70% win-rate vs version 1.1.
2. TabPFNMix foundation model, parallel fit
3. AutoGluon-Assistant: Zero-code ML with LLMs.
Also, very cool improvements for TimeSeries related to Chronos!
#AutoML #TabularData
One more time (and now with a working link) 😅
Several PhD positions in two brand-new labs at the Lamarr Intitute / TU Dortmund.
Lots of exciting research on #tabulardata, #autom and #benchmarking.
👉 Apply now, there's less than a week left!
Several PhD positions in two brand-new labs at the Lamarr Intitute / TU Dortmund.
Lots of exciting research on #tabulardata, #autom and #benchmarking.
👉 Apply now, there's less than a week left!
🔔 Reminder: 🎓 Interested in a #PhD on #AutoML, #Optimization & #Benchmarking? 🚀 Positions here 👉 automl4science.de/files/2025_J... ⏳ Only six days left to apply!
automl4science.de
August 28, 2025 at 11:17 AM
One more time (and now with a working link) 😅
Several PhD positions in two brand-new labs at the Lamarr Intitute / TU Dortmund.
Lots of exciting research on #tabulardata, #autom and #benchmarking.
👉 Apply now, there's less than a week left!
Several PhD positions in two brand-new labs at the Lamarr Intitute / TU Dortmund.
Lots of exciting research on #tabulardata, #autom and #benchmarking.
👉 Apply now, there's less than a week left!
Understand Complex Tables Easily with LMS AI Table Explanation Tool.
zurl.co/wgb2w
#tableexplanation #aitool #datasimplification #academictools #researchassistant #lmsai #tabulardata #dataanalysis #writingassistant #contentclarity
zurl.co/wgb2w
#tableexplanation #aitool #datasimplification #academictools #researchassistant #lmsai #tabulardata #dataanalysis #writingassistant #contentclarity
May 14, 2025 at 8:30 PM
Understand Complex Tables Easily with LMS AI Table Explanation Tool.
zurl.co/wgb2w
#tableexplanation #aitool #datasimplification #academictools #researchassistant #lmsai #tabulardata #dataanalysis #writingassistant #contentclarity
zurl.co/wgb2w
#tableexplanation #aitool #datasimplification #academictools #researchassistant #lmsai #tabulardata #dataanalysis #writingassistant #contentclarity
Why Invariant Risk Minimization Fails on TabularData: A Gradient Variance Solution https://www.medrxiv.org/content/10.64898/2026.04.09.26350513v1
April 14, 2026 at 1:59 PM
Why Invariant Risk Minimization Fails on TabularData: A Gradient Variance Solution https://www.medrxiv.org/content/10.64898/2026.04.09.26350513v1
You think you need a third-party package to process CSV data? You're dead wrong. Apple offers the TabularData framework for exactly that. Watch this talk to learn more:
developer.apple.com/videos/play/...
#iOSDev
developer.apple.com/videos/play/...
#iOSDev
Explore and manipulate data in Swift with TabularData - Tech Talks - Videos - Apple Developer
Discover how you can use the TabularData framework to load, explore, and manipulate unstructured data in Swift — whether you need to...
developer.apple.com
May 10, 2025 at 8:07 PM
You think you need a third-party package to process CSV data? You're dead wrong. Apple offers the TabularData framework for exactly that. Watch this talk to learn more:
developer.apple.com/videos/play/...
#iOSDev
developer.apple.com/videos/play/...
#iOSDev
Gosh, even though these are generated by a machine, you have to admit that some of them a freaking funny, and on spot :)
https://mastodon.social/@ngate/114521345618415995
https://mastodon.social/@ngate/114521345618415995
N-gated Hacker News (@ngate@mastodon.social)
🚨 Breaking news: Java developers discover Pandas rip-off with a name that sounds like a cheap gym 💪. #Fahmatrix promises to make tabular data “fahm” easy, but let's be real—it's just another way to make Java developers wish they had chosen Python instead 🐍. https://github.com/moustafa-nasr/fahmatrix #JavaDevelopers #PandasRipOff #TabularData #PythonVsJava #HackerNews #ngated
mastodon.social
May 17, 2025 at 1:39 PM
Gosh, even though these are generated by a machine, you have to admit that some of them a freaking funny, and on spot :)
https://mastodon.social/@ngate/114521345618415995
https://mastodon.social/@ngate/114521345618415995
Is your Dataverse Repository supporting social science data? Surveys? Simulations? Linkage databases?
Here are some best practices for sharing your data.
#Dataverse2025
#socialscience #repositories #curation
#Borealis #interoperability #tabulardata #dataexplorerV2 #variablemetadata
Here are some best practices for sharing your data.
#Dataverse2025
#socialscience #repositories #curation
#Borealis #interoperability #tabulardata #dataexplorerV2 #variablemetadata
June 10, 2025 at 6:08 PM
Is your Dataverse Repository supporting social science data? Surveys? Simulations? Linkage databases?
Here are some best practices for sharing your data.
#Dataverse2025
#socialscience #repositories #curation
#Borealis #interoperability #tabulardata #dataexplorerV2 #variablemetadata
Here are some best practices for sharing your data.
#Dataverse2025
#socialscience #repositories #curation
#Borealis #interoperability #tabulardata #dataexplorerV2 #variablemetadata
⭐️ What you’ll learn ⭐️
✅ Detecting and fixing errors in tables
• Learn to work with #tabulardata
• Don’t get lost when validating your spreadsheet
• Clean up your spreadsheets to gain valuable insights
👉🏾 More: buff.ly/9XVJxq4
🧵
✅ Detecting and fixing errors in tables
• Learn to work with #tabulardata
• Don’t get lost when validating your spreadsheet
• Clean up your spreadsheets to gain valuable insights
👉🏾 More: buff.ly/9XVJxq4
🧵
May 6, 2025 at 6:53 PM
⭐️ What you’ll learn ⭐️
✅ Detecting and fixing errors in tables
• Learn to work with #tabulardata
• Don’t get lost when validating your spreadsheet
• Clean up your spreadsheets to gain valuable insights
👉🏾 More: buff.ly/9XVJxq4
🧵
✅ Detecting and fixing errors in tables
• Learn to work with #tabulardata
• Don’t get lost when validating your spreadsheet
• Clean up your spreadsheets to gain valuable insights
👉🏾 More: buff.ly/9XVJxq4
🧵
⭐️ What you’ll learn ⭐️
✅ Detecting and fixing errors in tables
• Learn to work with #tabulardata
• Don’t get lost when validating your spreadsheet
• Clean up your spreadsheets to gain valuable insights
👉🏾 More: buff.ly/ovaN7La
🧵
✅ Detecting and fixing errors in tables
• Learn to work with #tabulardata
• Don’t get lost when validating your spreadsheet
• Clean up your spreadsheets to gain valuable insights
👉🏾 More: buff.ly/ovaN7La
🧵
March 26, 2025 at 3:18 PM
⭐️ What you’ll learn ⭐️
✅ Detecting and fixing errors in tables
• Learn to work with #tabulardata
• Don’t get lost when validating your spreadsheet
• Clean up your spreadsheets to gain valuable insights
👉🏾 More: buff.ly/ovaN7La
🧵
✅ Detecting and fixing errors in tables
• Learn to work with #tabulardata
• Don’t get lost when validating your spreadsheet
• Clean up your spreadsheets to gain valuable insights
👉🏾 More: buff.ly/ovaN7La
🧵
Redefining Efficiency: TabPFN Pioneers AI for Tabular Data Challenges 🚀📊✨ www.azoai.com/news/2025010... #AI #MachineLearning #DataScience #TabularData #Innovation #Research #Technology #CausalModels #SmallData #Efficiency
Redefining Efficiency: TabPFN Pioneers AI for Tabular Data Challenges
A machine learning breakthrough, TabPFN excels in handling small tabular datasets, significantly outperforming traditional algorithms while requiring less data and computational time.
www.azoai.com
January 10, 2025 at 12:30 AM
Redefining Efficiency: TabPFN Pioneers AI for Tabular Data Challenges 🚀📊✨ www.azoai.com/news/2025010... #AI #MachineLearning #DataScience #TabularData #Innovation #Research #Technology #CausalModels #SmallData #Efficiency