Mauro

snake-ga. AI Agent that learns how to play Snake with Deep Q-Learning

DeepSDF. Simple and intuitive implementation of DeepSDF that you can install with a single line of code.

TouchSDF. Implementation of the DeepSDF paper

urdf_to_obj. Repository to extract obj files in world frame from a URDF description

snake-ga-tf. Deep Reinforcement Learning for the game Snake in Keras/Tensorflow.

Q-tracer. Simple path tracer that uses Q-Learning for path guiding

neural_transfer_style. Transfer painting styles to chosen images with Deep Learning

decktor. Your Anki doctor

Dynamic3DGaussians. Python

vitax. Implementation of a Vision transformer in JAX NNX

object_reconstruction. 3D Shape Reconstruction using Pybullet, Tactile Gym and Pterotactyl

awesome_resources. This is a collection of great resources for everything Machine Learning related

mcts_tictactoe. Implementation of Monte Carlo Tree Search (MCTS) applied to the game TicTacToe

TinyNeRF. Implementation of NeRF and recent advances

DQN-tracer. Path tracer based on Deep Q-Learning for path guiding

2D-gaussian-splatting. Rendering engine for 2D Gaussian Splatting

maurock.

small-pathtracer. A very basic path tracer built for learning purposes

ray-tracing-in-one-weekend. Ray tracing in One Weekend, implementation following Peter Shirley's book.

pybind11. Seamless operability between C++11 and Python

bayesian-nn-pyro. A simple Bayesian Neural Network for regression using PyTorch and Pyro

vaex. Implementation of a Variational Autoencoder from scratch

splax. Gaussian Splatting in JAX