Pinned Repositories
baubels
Github Profile
danila-grad
Lightweight automatic differentiation engine based on Numpy and Numba.
diffeomorphic_registration
Image registration for diffeomorphically comparable shapes via neural nets. (paper implementation, done with Tensorflow).
flt3
A one-page proof of Fermat's Last Theorem for the case n=3.
illinois-crop-yield
Portable corn crop yield predictor for farmers in Illinois. Purposefully designed to use inexpensive priors, with built-in functionality to use more.
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.
inf_itgames
Prisoner Dilemma exposé, including dominant, noisy, isolatory, extortionate, and self-made strategies.
reinforcement_learners
A mini RL library implementing RL learners on OpenAI environments
stuod_cyclone
Geo-temporal tropical cyclone associator and automated regressor/classifier on US Naval Research Laboratory's ~2000s weather data.
jumanji
🕹️ A diverse suite of scalable reinforcement learning environments in JAX
baubels's Repositories
baubels/diffeomorphic_registration
Image registration for diffeomorphically comparable shapes via neural nets. (paper implementation, done with Tensorflow).
baubels/danila-grad
Lightweight automatic differentiation engine based on Numpy and Numba.
baubels/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.
baubels/baubels
Github Profile
baubels/flt3
A one-page proof of Fermat's Last Theorem for the case n=3.
baubels/illinois-crop-yield
Portable corn crop yield predictor for farmers in Illinois. Purposefully designed to use inexpensive priors, with built-in functionality to use more.
baubels/inf_itgames
Prisoner Dilemma exposé, including dominant, noisy, isolatory, extortionate, and self-made strategies.
baubels/reinforcement_learners
A mini RL library implementing RL learners on OpenAI environments
baubels/stuod_cyclone
Geo-temporal tropical cyclone associator and automated regressor/classifier on US Naval Research Laboratory's ~2000s weather data.
baubels/unsupervised_porto
A short (unsupervised) analysis of student (portuguese) background correlation with respect to grades.