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...
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!
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
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
For a deeper dive into the study, explore the full paper here -> arxiv.org/abs/2407.0...
#MachineLearning #DataScience #CatBoost #AI #BigData #DeepLearning #GradientBoosting #TabularData #DataAnalysis #ArtificialIntelligence
#MachineLearning #DataScience #CatBoost #AI #BigData #DeepLearning #GradientBoosting #TabularData #DataAnalysis #ArtificialIntelligence
A Closer Look at Deep Learning on Tabular Data
Tabular data is prevalent across various domains in machine learning. Although Deep Neural Network (DNN)-based methods have shown promising performance comparable to tree-based ones, in-depth...
arxiv.org
December 28, 2024 at 6:13 PM
For a deeper dive into the study, explore the full paper here -> arxiv.org/abs/2407.0...
#MachineLearning #DataScience #CatBoost #AI #BigData #DeepLearning #GradientBoosting #TabularData #DataAnalysis #ArtificialIntelligence
#MachineLearning #DataScience #CatBoost #AI #BigData #DeepLearning #GradientBoosting #TabularData #DataAnalysis #ArtificialIntelligence
A new model ViaSHAP powered by Kolmogorov Arnold Networks outperforms XGBoost on tabular data.
Paper from Henrik Bostroem (author of Crepes conformal prediction package) KTH research group.
#tabulardata
Paper from Henrik Bostroem (author of Crepes conformal prediction package) KTH research group.
#tabulardata
May 22, 2025 at 3:06 PM
A new model ViaSHAP powered by Kolmogorov Arnold Networks outperforms XGBoost on tabular data.
Paper from Henrik Bostroem (author of Crepes conformal prediction package) KTH research group.
#tabulardata
Paper from Henrik Bostroem (author of Crepes conformal prediction package) KTH research group.
#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...
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
Streamline data display with Highcharts #Grid Lite. Highsoft announces Highcharts Grid Lite, a lightweight #DataGrid offering an accessible, and customizable solution for displaying #TabularData.
Streamline Data Display with Highcharts Grid Lite
Highsoft announces Highcharts Grid Lite, a lightweight data grid offering an accessible, and customizable solution for displaying tabular data.
www.componentsource.com
February 7, 2025 at 9:41 AM
Streamline data display with Highcharts #Grid Lite. Highsoft announces Highcharts Grid Lite, a lightweight #DataGrid offering an accessible, and customizable solution for displaying #TabularData.
👉 Can we use these scores to automate decisions?
👉 Do we minimize business loss?
Nope. Just AP go brrr.
#tabulardata #datascience
👉 Do we minimize business loss?
Nope. Just AP go brrr.
#tabulardata #datascience
July 4, 2025 at 11:42 AM
👉 Can we use these scores to automate decisions?
👉 Do we minimize business loss?
Nope. Just AP go brrr.
#tabulardata #datascience
👉 Do we minimize business loss?
Nope. Just AP go brrr.
#tabulardata #datascience
Isn’t it time to see what it can do for your projects?
#MachineLearning #DataScience #CatBoost #TabularData #AI #GradientBoosting #AwesomeRepo #DataAnalysis
#MachineLearning #DataScience #CatBoost #TabularData #AI #GradientBoosting #AwesomeRepo #DataAnalysis
December 28, 2024 at 2:39 PM
Isn’t it time to see what it can do for your projects?
#MachineLearning #DataScience #CatBoost #TabularData #AI #GradientBoosting #AwesomeRepo #DataAnalysis
#MachineLearning #DataScience #CatBoost #TabularData #AI #GradientBoosting #AwesomeRepo #DataAnalysis
When it comes to #tabulardata #catboost rules supreme, in probabilistic forecasting competition most of top winning submissiones used CatBoost.
March 23, 2025 at 2:58 PM
When it comes to #tabulardata #catboost rules supreme, in probabilistic forecasting competition most of top winning submissiones used CatBoost.
Forget about #deeplearning and #xgboost, when it comes to
#tabulardata CatBoost rules supreme.
A brand new mega study on 300(!) datasets establishes complete supremacy of CatBoost, nothing even comes close.
#tabulardata CatBoost rules supreme.
A brand new mega study on 300(!) datasets establishes complete supremacy of CatBoost, nothing even comes close.
February 19, 2025 at 3:07 PM
Forget about #deeplearning and #xgboost, when it comes to
#tabulardata CatBoost rules supreme.
A brand new mega study on 300(!) datasets establishes complete supremacy of CatBoost, nothing even comes close.
#tabulardata CatBoost rules supreme.
A brand new mega study on 300(!) datasets establishes complete supremacy of CatBoost, nothing even comes close.
It’s an impractical drain of time and money, especially when proven and efficient models like CatBoost can deliver faster, cheaper, and more reliable results.
#tabulardata #tabpfn #machinelearning #datascience
#tabulardata #tabpfn #machinelearning #datascience
August 24, 2025 at 4:20 PM
It’s an impractical drain of time and money, especially when proven and efficient models like CatBoost can deliver faster, cheaper, and more reliable results.
#tabulardata #tabpfn #machinelearning #datascience
#tabulardata #tabpfn #machinelearning #datascience
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
In fact, a recent paper once again confirms CatBoost's dominance with tabular data, while XGBoost came in at just … number 10.
“AComprehensive Benchmark of Machine and Deep Learning Across Diverse Tabular Datasets”
#tabulardata #catboost
“AComprehensive Benchmark of Machine and Deep Learning Across Diverse Tabular Datasets”
#tabulardata #catboost
March 22, 2025 at 4:00 PM
In fact, a recent paper once again confirms CatBoost's dominance with tabular data, while XGBoost came in at just … number 10.
“AComprehensive Benchmark of Machine and Deep Learning Across Diverse Tabular Datasets”
#tabulardata #catboost
“AComprehensive Benchmark of Machine and Deep Learning Across Diverse Tabular Datasets”
#tabulardata #catboost
Save time and avoid unnecessary preprocessing.
✅ Final takeaway:
Scaling isn't a universal rule — it's a tool.
Understand when and why it matters, and you’ll build faster, more efficient, and more robust ML systems.
#tabulardata #machinelearning
✅ Final takeaway:
Scaling isn't a universal rule — it's a tool.
Understand when and why it matters, and you’ll build faster, more efficient, and more robust ML systems.
#tabulardata #machinelearning
June 20, 2025 at 6:04 PM
Save time and avoid unnecessary preprocessing.
✅ Final takeaway:
Scaling isn't a universal rule — it's a tool.
Understand when and why it matters, and you’ll build faster, more efficient, and more robust ML systems.
#tabulardata #machinelearning
✅ Final takeaway:
Scaling isn't a universal rule — it's a tool.
Understand when and why it matters, and you’ll build faster, more efficient, and more robust ML systems.
#tabulardata #machinelearning
Whether you’re aiming to win Kaggle competitions, deploy robust models in production, or simply level up your ML toolkit, Mastering CatBoost will get you there.
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
August 29, 2025 at 4:10 PM
Whether you’re aiming to win Kaggle competitions, deploy robust models in production, or simply level up your ML toolkit, Mastering CatBoost will get you there.
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
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...
Whether you’re aiming to win Kaggle competitions, deploy robust models in production, or simply level up your ML toolkit, Mastering CatBoost will get you there.
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
August 23, 2025 at 4:05 PM
Whether you’re aiming to win Kaggle competitions, deploy robust models in production, or simply level up your ML toolkit, Mastering CatBoost will get you there.
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
⭐️ 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
🧵
Whether you’re aiming to win Kaggle competitions, deploy robust models in production, or simply level up your ML toolkit, Mastering CatBoost will get you there.
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
August 27, 2025 at 4:09 PM
Whether you’re aiming to win Kaggle competitions, deploy robust models in production, or simply level up your ML toolkit, Mastering CatBoost will get you there.
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
#MachineLearning #DataScience #CatBoost #ML #AI #GradientBoosting #GBDT #Kaggle #Python #MLOps #TabularData #BookLaunch
TabPFNv2, the supposed few-shot wunderwaffe for tabular data, got pulled apart by Yandex researchers — and what they found was underperformance, inferiority to baselines, and shaky calibration.
Sometimes hype needs a gradient descent check. 📉
#tabulardata #machinelearning
Sometimes hype needs a gradient descent check. 📉
#tabulardata #machinelearning
June 14, 2025 at 8:45 AM
TabPFNv2, the supposed few-shot wunderwaffe for tabular data, got pulled apart by Yandex researchers — and what they found was underperformance, inferiority to baselines, and shaky calibration.
Sometimes hype needs a gradient descent check. 📉
#tabulardata #machinelearning
Sometimes hype needs a gradient descent check. 📉
#tabulardata #machinelearning