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Wonil Cho's Projects

3dconv-autoencoder icon 3dconv-autoencoder

Simple keras implementation of 3D convolutional autoencoder (which can be stacked)

binet icon binet

This is the complementary code repository for the BINet papers.

categorypov icon categorypov

Bayesian hierarchical time series modelling of Nielsen panel data

climdown icon climdown

PCIC's Daily Climate Downscaling Library

clusterr icon clusterr

Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering

cmip5_p50_tuna icon cmip5_p50_tuna

Code for reproducing the analyses in "Projections of climate driven changes in tuna vertical habitat based on species-specific differences in blood oxygen affinity"

deepai icon deepai

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

ethereumbook icon ethereumbook

Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

googlenet icon googlenet

here is my implementation of the basic googLeNet describe in the paper "Going Deeper with Convolutions" in keras

humiditypredrnn icon humiditypredrnn

UCI time series data of air quality of various parameters like NOx, CO, etc are processed for 1 year with 1 hour epoch. LSTM with keras is used to predict absolute humidity of a day using multivariate method. RMSE obtained around 12

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