awesome-tab2img

A curated list of paper, methods and libraries implemented in Python for transforming tabular data into images.

Contents

• Research Papers
• Libraries
• Tutorials
  • Reading Content
  • Videos and Courses

Research Papers

• IGTD - Image Generator for Tabular Data (IGTD) is an algorithm for transforming tabular data into images.
• REFINED - Representation of Features as Images with NEighborhood Dependencies to create images from tabular data.
• DeepInsight - DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture.
• tab2vox - Tab2vox neural architecture search (NAS) model as a method to convert a high-dimensional tabular sample into a well-formed 3D voxel image
• DAFT - DAFT: A Universal Module to Interweave Tabular Data and 3D Images in CNNs.
• Vec2image - Vec2image: an explainable artificial intelligence model for the feature representation and classification of high-dimensional biological data by vector-to-image conversion.
• DCNNTr - DCNNTr
• IP3G - IP3G
• Wrangling - Wrangling
• Fotomics - Fotomics

Libraries

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• IGTD - Image Generator for Tabular Data (IGTD) is an algorithm for transforming tabular data into images.
• REFINED - Representation of Features as Images with NEighborhood Dependencies to create images from tabular data.
• DeepInsight - DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture.
• tab2vox - Tab2vox neural architecture search (NAS) model as a method to convert a high-dimensional tabular sample into a well-formed 3D voxel image
• DAFT - DAFT: A Universal Module to Interweave Tabular Data and 3D Images in CNNs.
• Vec2image - Vec2image: an explainable artificial intelligence model for the feature representation and classification of high-dimensional biological data by vector-to-image conversion.
• IP3G - IP3G:
• Wrangling - Wrangling
• Fotomics - Fotomics

Tutorials

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Reading Content

• Convert sparse tabular data to a condensed representation in an image format

Videos and Online Courses

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• Neural Networks for NLP - Carnegie Mellon Language Technology Institute there

License

MIT