Tabular data

The Evolution of Tabular Data: From Analysis to AI

Towards AI

Discover how tabular data space is being transformed by Kaggle competitions, the open-source community, and Generative AI. Image by Author Introduction Tabular data refers to data organized into rows...

Transformers for Tabular Data

Towards Data Science

How to use SageMaker’s built-in algorithm TabTransformer with your own data Image by author (created with OpenAI’s DALL·E 2) What is this about? In June 2022 AWS announced a new range of built-in alg...

Tabula Rasa: not enough data? Generate them!

Level Up Coding

Tabular data are often composed of small datasets. Although they are ubiquitous, many of these data are expensive to obtain (e.g., in the medical field), and privacy must be considered when analyzing ...

Modelling tabular data with Google’s TabNet

Towards Data Science

Released in 2019, Google Research’s TabNet is claimed in a preprint manuscript to outperform existing methods on tabular data. How does it work and how can one try it? Tabular data probably make up…

Data Augmentation for Tabular Data

Analytics Vidhya

The main idea of why and how to use Deep Learning to create data augmentation on tabular data is decribed in my previous blogpost on this topic. Since then quite some time has passed and I decided to…...

Chat with your tabular data in www.techtonique.net

R-bloggers

Chat with your tabular in www.techtonique.net Continue reading: Chat with your tabular data in www.techtonique.net

Neural networks for Tabular Data

Analytics Vidhya

Use neural networks and fastai library to process tabular data efficiently

Tabular data analysis with deep neural nets

Towards Data Science

Deep Neural Networks are both reliable and effective for making predictions on tabular data.

Synthetic Tabular Data Generation

Towards Data Science

Introducing nbsynthetic: a simple but powerful tabular data generation open source library for small datasets. Image by author. Copyright NextBrain.ml In this article we introduce nbsyntehtic, an ope...

How to Generate Tabular Data Using CTGANs

Towards Data Science

The purpose of this article is to fill the gap in the internet for a good explanation of how Conditional Tabular GANs work. Tabular data generation is a growing field of research; the CTGANs paper…

Transformers for Tabular Data: TabTransformer Deep Dive

Towards Data Science

Making sense of out TabTransformer and learning to apply it Photo by Samule Sun on Unsplash Introduction Today, Transformers are the key blocks in most of the state-of-the-art Natural Language Proces...

Optimize Power BI data model with Tabular Editor

Towards Data Science

Is Tabular Editor a kind of magic wand that can help you transform data model “monsters” into “beauties” with a few clicks? Almost! Learn… Continue reading on Towards Data Science