James Golden's repositories
mri_super_resolution
MRI Super Resolution with a Deep 3D Resnet Variant using Perceptual Loss
bias_free_denoising
Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks
deep_network_low_dim_vis
Visualizations exploring how deep networks warp low-dimensional input data space for classification
bst-matrix-vector
Binary Search Tree sparse matrix and vector
cphy
Class materials for computational physics course
deep_matrix_factorization
Code for Implicit Regularization in Deep Matrix Factorization.
whale-id
VGG16 in Keras adapted for IDing whales from fluke photos.
DeepLearningCertificate
Latently Deep Learning Certificate: Publicly replicate all scientific papers and patents in artificial intelligence and machine learning
fastai
The fastai deep learning library, plus lessons and tutorials
gtc2016
Theano hands-on lab material at GTC2016
HLMaxFiring
A simulation of the firing of RGC mosaics in response to stimuli in an attempt to maximize firing.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
maca
Command line utilities for RNA-sequencing data
neurofinder
Benchmarking platform and competition for source extraction from imaging data
notebooks
Interactive notebooks for trying analyses and exploring datasets
state-spaces
Sequence Modeling with Structured State Spaces
tabula-muris-senis
Tabula Muris Senis
tabula-muris-vignettes
Examples analyses using the single-cell RNA-seq data from mouse cell atlases
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
universal_inverse_problem
Examples and code for "Solving linear inverse problems using the prior implicit in a denoiser", Z Kadkhodaie and EP Simoncelli
VIME
Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020