alok-ai-lab / pyDeepInsight
A python implementation of the DeepInsight methodology.
☆163Updated 2 months ago
Alternatives and similar repositories for pyDeepInsight:
Users that are interested in pyDeepInsight are comparing it to the libraries listed below
- A methodology to transform a non-image data to an image for convolution neural network architecture☆29Updated 2 years ago
- Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks☆161Updated 8 months ago
- ☆50Updated 2 years ago
- ☆167Updated 4 years ago
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆75Updated 11 months ago
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆149Updated 4 years ago
- A pytorch implementation of "SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data"☆28Updated 5 years ago
- A tool to convert tabular data into images, in order to be used by CNNs Inspired by the "DeepInsight" paper.☆26Updated last month
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆143Updated 2 years ago
- This repository is made to share the REFINED (Representation of Features as Images with NEighborhood Dependencies)☆20Updated 4 years ago
- A repo for transfer learning with deep tabular models☆102Updated 2 years ago
- TensorFlow implementation of TabTransformer☆80Updated 2 years ago
- Winning Solution of Kaggle Mechanisms of Action (MoA) Prediction.☆118Updated 3 years ago
- DANets (a family of neural networks) for tabular data classification/ regression.☆40Updated 3 years ago
- Overview of different model interpretability libraries.☆47Updated 2 years ago
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆240Updated 3 months ago
- Experiments on Tabular Data Models☆272Updated last year
- Deep Feature Selection using Teacher Student Network☆43Updated 5 years ago
- Implementations of various feature selection methods☆24Updated 4 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆181Updated this week
- The repository contains source code and data from the paper titled "Recurrence and Self-Attention vs the Transformer for Time-Series Clas…☆17Updated 2 years ago
- A Tensorflow 2.0 implementation of TabNet.☆242Updated last year
- Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)☆80Updated 2 years ago
- A framework for prototyping and benchmarking imputation methods☆175Updated last year
- Fast Correlation-Based Feature Selection☆31Updated 7 years ago
- Autoencoder on tabular data☆14Updated 3 years ago
- A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.☆97Updated 2 years ago
- Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"☆61Updated last year
- A presention of core concepts and a data generator making easier using tabular data with TensorFlow and Keras☆41Updated last year
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆179Updated 3 years ago