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Jason's Projects

courses icon courses

The courses I have taken / am taking / will take.

deepstock icon deepstock

Stock price prediction. UNC 2018 Fall machine learning course final project.

dipha icon dipha

Automatically exported from code.google.com/p/dipha

macaqueseg icon macaqueseg

Macaca Mulatta brain tissue segmentation project with prof. Martin Styner.

mogutda icon mogutda

Topological Data Analysis in Python: Simplicial Complex

neonateseg icon neonateseg

Neonate segmentation project at NIRAL, UNC, with Dr. Martin Styner.

niftynet icon niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

opentda icon opentda

Open source Python library for topological data analysis (TDA)

pytda icon pytda

Topological Data Analysis in Python

siam-ds2019-poster icon siam-ds2019-poster

Poster for SIAM-DS2019 "Machine Learning to Improve Data Assimilation for Arctic Sea Ice". Collaborators: Ty Frazier, Christian Sampson.

sobolev_gan icon sobolev_gan

Pytorch implemention of Sobolev GAN (https://arxiv.org/abs/1711.04894)

tdatoolbox icon tdatoolbox

2018 - Personal work on Topological Data Analysis, and some use-cases with machine-learning and deep-learning.

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

thesisdefenseslides icon thesisdefenseslides

Beamer slides for Siyang Jing's Honors Thesis at Math Department of UNC, under the supervision of Prof. Christopher Jones, collaboration with Christian Sampson.

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