Pinned Repositories
3d_diffeomorphic_nnets
3D non-order specified LLDDM-resnet pseudo-diffeomorphic net implementation in Tensorflow.
baubels
Github Profile
baubels.github.io
Personal website
bd-covid19-dash-app
Repo for deploying data visualisation app for Bangladeshi Covid-19 data to Heroku
diffeomorphic_registration
Image registration for diffeomorphically comparable shapes via neural nets. (paper implementation, done with Tensorflow).
fcnns
Custom (paper) implementation for fourier neural nets - implementing max pooling in the fourier basis for increased efficiency.
gradient_teleportation
Improving neural net convergence speeds via post-activation invariant actions with respect to the loss function.
image_clustering
A simple unsupervised image clustering library. Offers Neural embeddings with a MobileNetV2, HOG feature descriptors, PCA/LLE/Spectral dimensionality reduction schemes, KMeans clustering, and a WSS dispersion-based cluster elbow test.
numpynets
Neural nets from scratch using NumPy.
reinforcement_learners
A mini RL library implementing RL learners on OpenAI environments
baubels's Repositories
baubels/lean-tutorials
Personal endeavours with PatrickMassot's lean-tutorials
baubels/plot-damped-sinusoid
Test of matplotlib functionality over at Heroku