Jason Bunk's repositories
tensorflow-bilateral-permutohedral
Port of permutohedral bilateral filtering to tensorflow as an op
densecut-linux
DenseCut ported to Linux (now cross-platform between Windows and Linux) -- from http://mmcheng.net/densecut/
reshade_cv
(WIP) 3D datasets from games - RGBD, NeRFs, point clouds
NBodyGalaxySimulation
N-body simulation of colliding galaxies: final project for UCSD Physics 141 and Physics 244, 2015. Jason Bunk.
BunkNeuralNets
My neural network library for educational purposes - from scratch, using Numpy with Python (CPU only).
BayesianRNN
Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"
ccv
C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library
char-rnn-tensorflow
RNNs with dropout in the hidden state for approximate Bernoulli variational posterior for weights
cod-cnn
Curse of Dimensionality (CoD) and Convolutional Neural Networks (CNN)
experiment-backer-upper
Backs up the state of your code and config files every time you start a machine learning experiment
InvertedPendulumVisualControl
Computer vision for feedback measurements for an inverted pendulum control system, using SFML for cross-platform visualization and interactivity, and JPhysics for real time modeling.
JSolarSystem
Realistic 3D interactive solar system simulation with n-body physics using JPhysics. Can be used for general numerical n-body simulations of complexity O(N^2) by changing the initial conditions and types of bodies (used for class projects in computational physics at UCSD).
napari-oct-segmentation
OCT Image segmentation application based on Napari
python-script-to-jupyter-notebook
Convert python scripts to Jupyter notebooks, while converting argparse to a notebook-friendly cell
TensorFlow-VAE-GAN-DRAW
A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).