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Jonathan's Projects

ctgan icon ctgan

Conditional GAN for generating synthetic tabular data.

evodiff icon evodiff

Generation of protein sequences and evolutionary alignments via discrete diffusion models

jaxtyping icon jaxtyping

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/

medicalnet icon medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

pandera icon pandera

A light-weight, flexible, and expressive statistical data testing library

sdv icon sdv

Synthetic Data Generation for tabular, relational and time series data.

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