alok-ai-lab / DeepInsight
A methodology to transform a non-image data to an image for convolution neural network architecture
☆30Updated 2 years ago
Alternatives and similar repositories for DeepInsight:
Users that are interested in DeepInsight are comparing it to the libraries listed below
- A python implementation of the DeepInsight methodology.☆163Updated 3 months ago
- Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks☆163Updated 9 months ago
- A repo for transfer learning with deep tabular models☆102Updated 2 years ago
- Fast Correlation-Based Feature Selection☆31Updated 7 years ago
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆144Updated 2 years ago
- A tool to convert tabular data into images, in order to be used by CNNs Inspired by the "DeepInsight" paper.☆25Updated 2 months ago
- ☆64Updated 2 years ago
- ☆18Updated 5 years ago
- Interaction Network Contextual Embedding☆14Updated 8 months ago
- Implementations of various feature selection methods☆24Updated 4 years ago
- ☆37Updated 4 years ago
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆148Updated 4 years ago
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆79Updated 4 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆77Updated last year
- A pytorch implementation of "SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data"☆29Updated 5 years ago
- GANs for class imbalanced problems☆27Updated 2 years ago
- A framework for prototyping and benchmarking imputation methods☆177Updated last year
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆22Updated 2 years ago
- TensorFlow implementation of TabTransformer☆82Updated 2 years ago
- Pre-processing technics for imbalanced datasets in regression modelling☆11Updated 2 years ago
- Overview of different model interpretability libraries.☆46Updated 2 years ago
- A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.☆98Updated 2 years ago
- Evaluate real and synthetic datasets against each other☆86Updated 2 months ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data