Pinned Repositories
baby-a3c
A high-performance Atari A3C agent in 180 lines of PyTorch
crypto-rnn
Learning the Enigma with Recurrent Neural Networks
cursivetransformer
Training a transformer to generate cursive
dnc
Differentiable Neural Computer in TensorFlow
excitationbp
Visualizing how deep networks make decisions
hamiltonian-nn
Code for our paper "Hamiltonian Neural Networks"
mnist1d
A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.
pythonic_ocr
A convolutional neural network implemented in pure numpy.
scribe
Realistic Handwriting with Tensorflow
visualize_atari
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
greydanus's Repositories
greydanus/dnc
Differentiable Neural Computer in TensorFlow
greydanus/psi0nn
A neural network quantum ground state solver
greydanus/stereograms
Code for playing with random dot stereograms.
greydanus/mr_london
A LSTM recurrent neural network implemented in pure numpy
greydanus/mnist-gan
Generative Adversarial Networks for the MNIST dataset
greydanus/rlzoo
A central location for my reinforcement learning experiments
greydanus/fractal_tree
A numerical model of fractal dynamics
greydanus/compton
Exploring the quantum nature of light with compton scattering
greydanus/regularization
I use a one-layer neural network trained on the MNIST dataset to give an intuition for how common regularization techniques affect learning.
greydanus/artiste
The idea here was to teach an RNN to draw, pixel by pixel, over a template image using DDPG
greydanus/dlfun
Forays into the world of deep learning using TensorFlow
greydanus/friendly_qlearning
Exploring social behavior with qLearning agents
greydanus/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
greydanus/rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
greydanus/tensorflow
Computation using data flow graphs for scalable machine learning