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Hojjat Karami's Projects

clairvoyance icon clairvoyance

Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series

cosci-gan icon cosci-gan

Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

doppel icon doppel

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

gaitarticle icon gaitarticle

This repository belongs to paper (https://www.researchgate.net/publication/344510204_There_is_a_time_shift_between_muscle_synergies_and_kinematic_synergies_during_normal_gait)

gretel-synthetics icon gretel-synthetics

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

mimic3-benchmarks icon mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

mtan icon mtan

Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.

synthcity icon synthcity

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

timegan icon timegan

Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019

timegan-pytorch icon timegan-pytorch

This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.

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