jasonbunk Goto Github PK

bayesianrnn

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

bonsai

Bonsai GPU tree code

bunkneuralnets

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

caffe

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

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)

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

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.

jasonbunk.github.io

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.

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

nbodygalaxysimulation

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

python-script-to-jupyter-notebook

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

reshade_cv

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

svae

code for Structured Variational Autoencoders

tensorflow-bilateral-permutohedral

Port of permutohedral bilateral filtering to tensorflow as an op

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).