djsaunde

bindsnet_experiments

Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

bindsnet_foolbox

Modifying bits of foolbox to work for particular BindsNET experiments.

djsaunde.github.io

A simple personal webpage ¯\_(ツ)_/¯

generative

Working through "Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play" by David Foster

lm-snn

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

rinns_python

spiketorch

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

awr

Reference implementation of Advantage Weighted Regression.

snake

Implementation of a Snake OpenAI Gym environment and solutions thereof.

djsaunde/lm-snn

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

djsaunde/spiketorch

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.

djsaunde/generative

Working through "Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play" by David Foster

djsaunde/djsaunde.github.io

A simple personal webpage ¯\_(ツ)_/¯

djsaunde/bindsnet_foolbox

Modifying bits of foolbox to work for particular BindsNET experiments.

djsaunde/gan

GAN implementations in PyTorch

djsaunde/Kaggle-Competitions

djsaunde/pyml

Implementation of machine learning algorithms in Python

djsaunde/academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

djsaunde/bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

djsaunde/c-snn

Convolutional spiking neural networks with the BRIAN simulator.

djsaunde/cinic10-experiments

Playing around with the CINIC-10 dataset using PyTorch and fastai.

djsaunde/cs591m

Data, code, presentations, etc. for fall 2018 bioinformatics seminar

djsaunde/DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

djsaunde/eager_rl

Reinforcement learning implementations with Tensorflow eager mode.

djsaunde/finalproj

Final project repository for BIOSTAT 690B.

djsaunde/GRiD

Code / data / documents related to GRiD club programming

djsaunde/gym

A toolkit for developing and comparing reinforcement learning algorithms.

djsaunde/HowToMakeAVideoGame

Code from following this Unity tutorial: https://t.co/y1idAlEtww?amp=1

djsaunde/latex-templates

*** Forked from @dustinvtran ***

djsaunde/LSTMCopy

Demonstration of copy task with LSTM/PyTorch

djsaunde/matconvnet

MatConvNet: CNNs for MATLAB. Modified version includes Hebbian learning layer.

djsaunde/nglview

IPython widget to interactively view molecular structures and trajectories

djsaunde/nyctaxi

Experiments on the unification of NYC hotel and taxicab data.

djsaunde/nyctlc

Repository for interacting with NYC's Taxi & Limousine Commission taxi and for-hire vehicle data.

djsaunde/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

djsaunde/research

Collection of research artifacts.

djsaunde/scripts

Useful bash scripts that I'd like to have on all my machines, with a simple "git pull".

djsaunde/tensorflow

An Open Source Machine Learning Framework for Everyone

djsaunde/tf_pong_rl

Custom Pong implementation with RL self-play.