greydanus

Windscape AI and Greenfield Properties. Previously @Google Brain, @Dartmouth College

Pinned Repositories

baby-a3c
A high-performance Atari A3C agent in 180 lines of PyTorch
Language:Python168 5 1143
crypto-rnn
Learning the Enigma with Recurrent Neural Networks
Language:Jupyter Notebook162 8 451
dnc
Differentiable Neural Computer in TensorFlow
Language:Jupyter Notebook29 3 411
excitationbp
Visualizing how deep networks make decisions
Language:Jupyter Notebook67 7 924
hamiltonian-nn
Code for our paper "Hamiltonian Neural Networks"
Language:Jupyter Notebook385 17 2113
mnist1d
A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.
Language:Jupyter Notebook146 5 528
optimize_wing
We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.
Language:Python25 4 02
pythonic_ocr
A convolutional neural network implemented in pure numpy.
Language:Python69 5 037
scribe
Realistic Handwriting with Tensorflow
Language:Jupyter Notebook246 10 985
visualize_atari
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
Language:Jupyter Notebook117 3 334

greydanus's Repositories

greydanus/hamiltonian-nn
Code for our paper "Hamiltonian Neural Networks"
Language:Jupyter Notebook385 17 2113
greydanus/scribe
Realistic Handwriting with Tensorflow
Language:Jupyter Notebook246 10 985
greydanus/baby-a3c
A high-performance Atari A3C agent in 180 lines of PyTorch
Language:Python168 5 1143
greydanus/crypto-rnn
Learning the Enigma with Recurrent Neural Networks
Language:Jupyter Notebook162 8 451
greydanus/mnist1d
A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.
Language:Jupyter Notebook146 5 528
greydanus/visualize_atari
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
Language:Jupyter Notebook117 3 334
greydanus/pythonic_ocr
A convolutional neural network implemented in pure numpy.
Language:Python69 5 037
greydanus/excitationbp
Visualizing how deep networks make decisions
Language:Jupyter Notebook67 7 924
greydanus/optimize_wing
We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.
Language:Python25 4 02
greydanus/ncf
Nature's Cost Function (NCF). Finding paths of least action with gradient descent.
Language:Jupyter Notebook18 4 03
greydanus/greydanus.github.io
My academic blog
Language:HTML12 3 16
greydanus/structural_optimization
Coding structural optimization, from scratch, in 200 lines of Python
Language:Python10 2 02
greydanus/studying_growth
Studying Cell Growth with Neural Cellular Automata
Language:Python8 2 0
greydanus/np_nets
Neural network experiments written purely in numpy
Language:Jupyter Notebook4 2 04
greydanus/subspace-nn
Optimizing neural networks in subspaces
Language:Jupyter Notebook4 3 04
greydanus/piecewise_node
Temporal abstraction for autoregressive sampling
Language:Python3 2 0
greydanus/baselines
Simple MNIST baselines for 1) numpy backprop 2) dense nns 3) cnns 3) seq2seq
Language:Jupyter Notebook2 2 02
greydanus/deep_thesaurus
Use a pretrained NLP model to rank thesaurus suggestions
Language:HTML1 4 00
greydanus/evostrats
A minimal evolution strategies benchmark
Language:Python11
greydanus/karpathy.github.io
my blog
Language:CSS1 2 0
greydanus/billiards
A simple RL environment for studying planning.
Language:Jupyter Notebook1
greydanus/dissipative_hnns
Fork from Sosanya's GitHub of our code for "Dissipative HNNs"
Language:Jupyter Notebook2 01
greydanus/generic_heroku
A repo for hosting a generic Heroku app
Language:HTML4 1
greydanus/lagrangian_nns
Fork of codebase from Miles Cranmer's GitHub
Language:Python2 0
greydanus/minirts
import numpy as np and enjoy
Language:Jupyter Notebook3 01
greydanus/neural-structural-optimization
Neural reparameterization improves structural optimization
Language:Jupyter Notebook2 0
greydanus/papers
Paper reviews for my work with the XAI group at Oregon State
Language:Jupyter Notebook2 0
greydanus/pderl
Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020
greydanus/prices
Random price research
Language:Jupyter Notebook1
greydanus/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language:Python3 0