Namshik Kim's repositories
ecg-mit-bih
ECG classification using MIT-BIH data, a deep CNN learning implementation of Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network, https://www.nature.com/articles/s41591-018-0268-3 and also deploy the trained model to a web app using Flask, introduced at
Study-of-David-Mackay-s-book-
David Mackay's book review and problem solvings and own python codes, mathematica files
Python-algorithm-study
What I made while studied Problem Solving with Algorithms and Data Structures using Python Also include some solutions of exercises or quizzes
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
acapellabot
Acapella Extraction with a ConvNet
BEGAN-tensorflow
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
keras-flask-deploy-webapp
:smiley_cat: Pretty&simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.
COVID19-SIR
COVID-19 SIR model estimation
data-science-from-scratch
code for Data Science From Scratch book
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
DeepMind-Atari-Deep-Q-Learner
The original code from the DeepMind article + my tweaks
Dynamic-Tensorflow-Tutorial
Tensorflow tutorial of building different dynamic recurrent neural network
genreXpose
Automated music genre classification using machine learning
gtzan.keras
[REPO] Music Genre classification on GTZAN dataset using CNNs
parallel_ml_tutorial
Tutorial on scikit-learn and IPython for parallel machine learning
pathintegral-qmc
A path-integral quantum Monte Carlo code for simulating quantum annealing with arbitrary Ising Hamiltonians.
progressive-growing-torch
Torch implementation of "PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION"
progressive_growing_of_gans
Progressive Growing of GANs for Improved Quality, Stability, and Variation
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
reinforcement-learning-car
Using reinforcement learning to teach a car to avoid obstacles.
stylish-portfolio-jekyll
A Jekyll implementation of the Stylish Portfolio template by Start Bootstrap
Turbo-Boost-Switcher
Turbo Boost disabler / enable app for Mac OS X
tutorial-extensions
Additional tasks for tutorial