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Eric Hunsberger's Projects

all-conv-keras icon all-conv-keras

All Convolutional Network: (https://arxiv.org/abs/1412.6806#) implementation in Keras

codify icon codify

Generate source code for Python and Numpy functions via Sympy

compyte icon compyte

A common set of compute primitives for PyCUDA and PyOpenCL

cuda-convnet2 icon cuda-convnet2

Automatically exported from code.google.com/p/cuda-convnet2

deepnet icon deepnet

Repository of code for training deep networks

doc icon doc

Documentation on software installation and use

hrr-scaling icon hrr-scaling

Python/CUDA code to create a spiking neural network that can encode and traverse the Wordnet lexical database.

kitti icon kitti

Tools for working with the KITTI dataset in Python

mnist-nengo icon mnist-nengo

Basic network(s) for classifying MNIST digits in Nengo

mnist-rbm icon mnist-rbm

A spiking-neuron version of an RBM trained on the MNIST dataset

model-optimization icon model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

nef-rbm icon nef-rbm

An RBM pretrained using the Neural Engineering Framework

nengo icon nengo

Reference implementation of the Nengo API in Python

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