jasonbunk

BayesianRNN

Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"

BunkNeuralNets

My neural network library for educational purposes - from scratch, using Numpy with Python (CPU only).

densecut-linux

DenseCut ported to Linux (now cross-platform between Windows and Linux) -- from http://mmcheng.net/densecut/

Detectron

python 3 compatible version of facebookresearch/Detectron; see conversion notes

NBodyGalaxySimulation

N-body simulation of colliding galaxies: final project for UCSD Physics 141 and Physics 244, 2015. Jason Bunk.

reshade_cv

(WIP) 3D datasets from games - RGBD, NeRFs, point clouds

tensorflow-bilateral-permutohedral

Port of permutohedral bilateral filtering to tensorflow as an op

jasonbunk/tensorflow-bilateral-permutohedral

Port of permutohedral bilateral filtering to tensorflow as an op

jasonbunk/densecut-linux

DenseCut ported to Linux (now cross-platform between Windows and Linux) -- from http://mmcheng.net/densecut/

jasonbunk/reshade_cv

(WIP) 3D datasets from games - RGBD, NeRFs, point clouds

jasonbunk/Detectron

python 3 compatible version of facebookresearch/Detectron; see conversion notes

jasonbunk/NBodyGalaxySimulation

N-body simulation of colliding galaxies: final project for UCSD Physics 141 and Physics 244, 2015. Jason Bunk.

jasonbunk/BunkNeuralNets

My neural network library for educational purposes - from scratch, using Numpy with Python (CPU only).

jasonbunk/BayesianRNN

Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"

jasonbunk/Bonsai

Bonsai GPU tree code

jasonbunk/caffe

Latest Caffe merged with CRF-RNN (GPU), py-faster-rcnn, and other additions

jasonbunk/ccv

C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library

jasonbunk/char-rnn-tensorflow

RNNs with dropout in the hidden state for approximate Bernoulli variational posterior for weights

jasonbunk/cod-cnn

Curse of Dimensionality (CoD) and Convolutional Neural Networks (CNN)

jasonbunk/experiment-backer-upper

Backs up the state of your code and config files every time you start a machine learning experiment

jasonbunk/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.

jasonbunk/jasonbunk.github.io

jasonbunk/JPhysics

Object-oriented C++ numerical methods library I started in high school, with broad applications from 2D video game physics to n-body simulations to robotics. Includes visualization with OpenGL.

jasonbunk/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).

jasonbunk/napari-oct-segmentation

OCT Image segmentation application based on Napari

jasonbunk/python-script-to-jupyter-notebook

Convert python scripts to Jupyter notebooks, while converting argparse to a notebook-friendly cell

jasonbunk/svae

code for Structured Variational Autoencoders

jasonbunk/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).