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Young D. Kwon's Projects

baidutraffic icon baidutraffic

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

cluschurn icon cluschurn

A prototype implementation of ClusChurn based on PyTorch.

cnb icon cnb

Data, Codes, Materials and things for computational neurobiology project

dataviz icon dataviz

A book covering the fundamentals of data visualization.

deepst icon deepst

Deep Learning for Spatio-Temporal Data

geoman icon geoman

A deep learning approach for spatio-temporal forecasting

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

kddproject icon kddproject

Implementation and evaluation of multidimensional extension for k-means algorithm

learn_math_fast icon learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

mastering_scikit icon mastering_scikit

Machine Learning Project to Improve Well-Known Software Package, Scikit-learn

pthread icon pthread

Parallel Programming on 3 Dimensional Map Array Using Pthread API

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

sublime2 icon sublime2

My customized configuration of sublime 2

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tflite-micro icon tflite-micro

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

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