Vinay Uday Prabhu's repositories
Network_Science_Meets_Deep_Learning
Designing Deep neural network architectures using topologies from the world of Complex Networks/network Science
Kannada_MNIST
The main repository for the Kannada MNIST dataset
Disentanglement_NEURIPS_2019
On disentangling the menagerie of disentanglement papers
BurningMan2019
My code for chip and terra for burning-man 2019
Art_Attack
Generating adversarial examples using style transfer
Gainsboro-box-attacks-
An exploration into transfer learning and adversarial perturbations
GaitID-2-SquatID
Accelerometric time series transfer learning
sub-sequence-search
Similarity search, distance estimation and moving average maladies in Python
Avant-garding-Raja-Ravi-Varma
In this work, I aspire to harness the fast, arbitrary artistic neural style transfer technique of [1], to sample images from Raja Ravi Varma’s body of work and transfer it to the avant garde Bengal school of art style captured in Abanindranath Tagore’s paintings. I used the open-sourced implementation of [1] that is part of the ’Magenta’ project available at [2]. References: [1] https://arxiv.org/pdf/1705.06830.pdf [2] https://github.com/tensorflow/magenta/tree/master/magenta/models/arbitrary_image_stylization
Fun_random
Here's where all my Colab Pro abuse sits. I foresee zero worth in these
Grassmannian_tutorials
Set of Jupyter notebooks that deal with mining and generation of Grassmannian Line Packings
The-Neural-Network-A-Z-List
There are too many neural nets...Let's start collect them all!
ConfidenceInTheWild
A survey of how model confidence is exposed to ML developers
Lyapunov_defense
Lyapunov exponents to defend against adversarial attacks
On-the-four-horsemen-of-ethical-malice
Materials for the Stanford HAI talk
TrumpNTwitter
Tweet analysis 101
ArtOfKarlTheFog
This is for my contribution to the BYO Art Community Gallery Night at the Make Factory, SF
Burning_Man_2018
My burning man code and data
ConvNets-TensorFlow2
⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]
CrowPenArt
Reproducible open-sourced digital art.
deterministic_init_Grassmannian
Deterministic initialization of Deep Neural Networks
Gibberish
How do ML Lang_ID classifiers handle human generated 'artistic' gibberish
SAT
Seed-Augment-Transfer
Series2GAF
simple time series encoding package
Singapore_botanic_gardens
Dataset I collected on 12/18/2017 during my visit to Singapore on the sidelines of the DLS workshop
Single-sinusoid-frequency-estimate
Cao et al's method for single sinusoid frequency estimate