#Tabular

@tmlr-pub.bsky.social

3 weeks ago

TabRep: Training Tabular Diffusion Models with a Simple and Effective Continuous Representation

Jacob Si, Zijing Ou, Mike Qu, Zhengrui Xiang, Yingzhen Li

Action editor: Jan-Willem van de Meent

https://openreview.net/forum?id=yRbtFEh2OP

#tabrep #sparse #tabular

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TMLR Published Papers

@tmlr-pub.bsky.social

3 weeks ago

Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis

Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri et al.

Action editor: Jeff Phillips

https://openreview.net/forum?id=b9FPVnb0Bn

#tabby #dataset #tabular

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TMLR Published Papers

@tmlr-pub.bsky.social

1 month ago

Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis

New #TMLR-Paper-with-Video:

Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis

Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri et al.

https://tmlr.infinite-conf.org/paper_pages/b9FPVnb0Bn

#tabby #dataset #tabular

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TMLR Published Papers

@tmlr-pub.bsky.social

2 months ago

New #J2C Certification:

Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis

Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri et al.

https://openreview.net/forum?id=b9FPVnb0Bn

#tabby #dataset #tabular

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Wolfram

@wolframresearch.bsky.social

2 months ago

Make data a zoo rather than a jungle.
Tabular data cleaning the #WolframWay
https://youtu.be/XrnSVMRK9Bk?t=2108

#WolframLanguage #DataScience #Tabular #programming #coding

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TMLR Published Papers

@tmlr-pub.bsky.social

4 months ago

Table Foundation Models: on knowledge pre-training for tabular learning

Myung Jun Kim, Félix Lefebvre, Gaëtan Brison, Alexandre Perez-Lebel, Gaël Varoquaux

Action editor: Kenta Oono

https://openreview.net/forum?id=QV4P8Csw17

#tables #table #tabular

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sqIRL Lab

@sqirllab.bsky.social

4 months ago

Redirecting

Our work on Interpretable #Hyperdimensional Computing (HDC) classifiers for #tabular data is now available at #Neurocomputing.

doi.org/10.1016/j.ne...

#Neuromorphic #interpretability #Explainability #VSA #xai #ML #FAIR #UAntwerp #imec

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Salvatore Raieli

@salvatoreraieli.bsky.social

6 months ago

Tabular Deep Learning: A Survey from Small Neural Networks to Large Language Models Tabular data are ubiquitous in several real-world domains, including finance, healthcare, cybersecurity, and ecommerce. In spite of the dominance of deep learning for homogeneous data (such as compute...

#tabular data are everywhere (from medicine to finance). However, they have been neglected by the #AI revolution. In this review, we discuss why it is difficult to work with this data and which models to use (from #neuralnetwork to #LLM).
www.techrxiv.org/users/961472...

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TMLR Published Papers

@tmlr-pub.bsky.social

7 months ago

An Expanded Benchmark that Rediscovers and Affirms the Edge of Uncertainty Sampling for Active Le...

Po-Yi Lu, Yi-Jie Cheng, Chun-Liang Li, Hsuan-Tien Lin

Action editor: Andreas Kirsch

https://openreview.net/forum?id=855yo1Ubt2

#datasets #tabular #sampling

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TMLR Published Papers

@tmlr-pub.bsky.social

8 months ago

Language Models Are Good Tabular Learners

Zhenhan Huang, Kavitha Srinivas, Horst Samulowitz et al.

Action editor: Frederic Sala

https://openreview.net/forum?id=6o3vVBWYis

#tdtransformer #tabular #columns

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TMLR Published Papers

@tmlr-pub.bsky.social

9 months ago

New #Reproducibility Certification:

An Expanded Benchmark that Rediscovers and Affirms the Edge of Uncertainty Sampling for Active Le...

Po-Yi Lu, Yi-Jie Cheng, Chun-Liang Li, Hsuan-Tien Lin

https://openreview.net/forum?id=855yo1Ubt2

#datasets #tabular #sampling

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Forem

@forem.com.web.brid.gy

9 months ago

Converting JSON Data to Tabular in Snowflake — From SQL to SPL #32 ## Problem Description & Analysis: The Snowflake database has a multi-layered JSON string: { "enterprise": "xx", "genericTrap": "1", "pduBerEncoded": "xxx", "pduRawBytes": "xxxx", "peerAddress": "xx", "peerPort": "xx", "securityName": "xxx", "specificTrap": "1", "sysUpTime": "xxxx", "variables": [ { "oid": "column_a", "type": "octetString", "value": "vala" }, { "oid": "column_b", "type": "integer", "value": "valb" } ] } **Task** : Now we need to find the first layer field specificTrap as the grouping field; Find the first layer array variables, and extract the oid and value of each member as details. Code Comparisons: SQL： with table_a(col) as ( select parse_json( '{ "enterprise": "xx", "genericTrap": "1", "pduBerEncoded": "xxx", "pduRawBytes": "xxxx", "peerAddress": "xx", "peerPort": "xx", "securityName": "xxx", "specificTrap": "1", "sysUpTime": "xxxx", "variables": [ { "oid": "column_a", "type": "octetString", "value": "vala" }, { "oid": "column_b", "type": "integer", "value": "valb" } ] }' ) as variant ) select any_value(specifictrap) specifictrap, max(case oid when 'column_a' then oid_val else null end) column_a, max(case oid when 'column_b' then oid_val else null end) column_b from ( select f.seq seq, col:specificTrap::VARCHAR specifictrap, f.value:oid::VARCHAR oid, f.value:value::VARCHAR oid_val from table_a, lateral FLATTEN(input => table_a.col:variables::ARRAY) f ) t group by seq; SQL does not support multiple layers of data and requires indirect implementation through nested queries and grouping aggregation, making the code difficult to understand. **SPL** : SPL supports multi-layer data and allows direct access to multi-layer structures in an object-oriented manner: ✅ **Try.DEMO** A1: Automatically parse built-in data type JSON, which can come from JDBC or parameters. A2: Create a new two-dimensional table using the variables field values from A1, with OID and value retained, and specificTrap taken from A1. **ExperienceesProc SPL FREE Download — Free Trial, No Hassle!**

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Riccardo Perico

@r1k91.bsky.social

11 months ago

Power BI live over SSAS via OPDG The connection suddenly stopped working

nobody touched the #SSAS instance, the #Tabular database, the #OPDG or the #PBI semantic model but the live connection is broken.

perico-riccardo.medium.com/power-bi-liv...

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Celedon Solutions Inc.

@celedon.solutions

1 year ago

Davinci integrates table functionality that can be used to edit and display model data.

Work with Davinci to automate BOMs, mass tables, budgets, and more using simple instructions.

See how it works below 👇

#tabular #editing #AI #system #engineering #Davinci #Celedon

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TMLR Published Papers

@tmlr-pub.bsky.social

1 year ago

Deep Tabular Learning via Distillation and Language Guidance

Ruohan Wang, Wenhao Fu, Carlo Ciliberto

Action editor: Kenta Oono

https://openreview.net/forum?id=p6KIteShzf

#tabular #feature #embeddings

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Matthias Zöchling

@cssence.com

1 year ago

Character-based alignment How to align numbers in table cells by decimal point?

#CSSence #AdventCalendar Day 17

Today’s entry happens to be my most recent article, which already made it into several newsletters.

»Character-based alignment«
cssence.com/2024/text-al...

#CSS #Tabular #Alignment

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

1 year ago

Introducing mall for R...and Python We are proud to introduce the {mall} package. With {mall}, yo...

blogs.rstudio.com/tensorflow/posts/2024-10...

#Python #R #LLM #Polars #Natural #Language #Processing #Tabular #Data

Event Attributes

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💧🌏 Greg Cocks

@kiwiincolorado.bsky.social

1 year ago

USDA Gridded Soil Survey For USA, Updated Dec. ‘23
--
www.nrcs.usda.gov/resources/da...
--
#GIS #spatial #mapping #opendata #USA #CONUS #Alaska #territories #soils #raster #tabular #gNATSGO #newrelease #STATSGO2 #RSS #USDA #NRCS #nationwide
@USDA @NRCS @USDASoils

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Nikola Ilic

@datamozart.bsky.social

2 years ago

Kick-off time!

"Crazy" speaking November starts today at one of my favorite conferences - #DataWeekender, where I'll be sharing 5 hidden gems of #powerbi and #tabular in general (3:30 PM CET)

You can still join and enjoy a full day of free learning: www.dataweekender.com/join-a-track

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Nikola Ilic

@datamozart.bsky.social

2 years ago

Schedule | Dataweekender #DataWeekender - See our amazing line up of topics on the Microsoft Data Platform, Azure, and Power Platform.

This time, I'll share 5 things related to #powerbi and #tabular modeling that you won't find (or it's very hard to find) in docs, books and online courses - so I called them "Power BI X Files".

Check the full agenda, full of amazing talks and speakers: www.dataweekender.com/schedule

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Richard Swinbank

@richardswinbank.net

4 years ago

New blog post on avoiding Git merge conflicts for SSAS tabular 😊. https://buff.ly/3o8CN0o #SSAS #AAS #Tabular #DAX

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Alex Power[s]

@itsnotaboutthecell.com

4 years ago

How to Backup and restore Power BI Premium semantic model... Learn about the backup and restore feature for semantic m...

How is it that I'm just now seeing the backup and restore documentation for #PowerBI?! This is awesome!

#AnalysisServices #Tabular

docs.microsoft.com/en-us/power-bi/admin/ser...

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Alex Power[s]

@itsnotaboutthecell.com

5 years ago

LinkedIn

Enjoy a small #PowerBI breather as no desktop release this month. NEXT MONTH though... Object Level Security. #OLS #Tabular https://lnkd.in/e4FTX5V #MSFTAdvocate

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Alex Power[s]

@itsnotaboutthecell.com

5 years ago

Wrapping up "DAX Studio in an Hour" and want your thoughts.

Thus, far I'm done with the DAX as a Query and Formula Language sections and am staring down Server Timings (FE vs. SE) and then Vertipaq Analyzer.

Too much?
Just right?

Let me know.

#PowerBI #Tabular #HALP!

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Alex Power[s]

@itsnotaboutthecell.com

5 years ago

#PowerBI crew, if you remember this crazy energetic guy from all those @GuyInACube hangout videos, he finally started using his Twitter again so that he could come kick it with all us crazy people. Give @MicahDail a follow, he's a #DAX and #Tabular wizard.

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Alex Power[s]

@itsnotaboutthecell.com

5 years ago

Judge me if you must but I was having a MEH-turning-to-BAD kind of day, until I started putting together documentation (gross I know!) for the next #STLPBIUG intro to #Tabular Editor and BAM - I'm back in the game. Really excited to start converting the #PowerBI PPTs to MDs

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Alex Power[s]

@itsnotaboutthecell.com

5 years ago

I have too much fun in #PowerPoint - this Saturday Atlanta #PowerBI Days we've got @learntech (#PowerQuery 😍) @thepowerbiqueen (#PowerShell 🤩) @marcorus (#Tabular 🔥🔥🔥) and my session on Design Decisions with Calculated Columns.

RSVP:...

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Posts tagged #Tabular