Santiago Benoit's repositories
sparse-transformer
Sparse Transformer with limited attention span in PyTorch
GeneticChess
Balanced, asymmetrical chess position generation using genetic algorithms and Stockfish evaluation.
ShufflePlusPlus
Civilization VI - An enhancement of the Shuffle map generation script for much more varied and unique worlds.
perpetuum
Spiking Neural Automata
puppetry-datasets
Profile datasets pipeline for DeepPuppetry
pytorch-multilinear
Multilinear map layer implementation for PyTorch
adaptive-difficulty
Reinforcement learning agent that adapts its difficulty to match the opponent's skill
desktop-rl
An AI that controls the desktop like a human user using reinforcement learning.
diydictionary
Inspired by Jackbox Party Pack and Urban Dictionary.
doppelbot
Doppelganger chatbot
drone-wars
Drone Wars
meta-net
A meta learning implementation for spiking neural networks (SNNs).
multimodal-generation
(OUTDATED REPO) Multimodal Language Generation Using Temporal GANs
MultimodalMusicEmotion
Multimodal emotion detection from music (language and audio)
MusicFeatureExtraction
Feature extraction from symbolic music
project-euterpe
Music generator using recurrent neural networks for my senior research project.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-experiments
Experiments for learning pytorch.
RandomGame
Randomly generated game
realistic-nn
A new approach to artificial neural networks, designed to more closely resemble the way neurons work in the brain.
simulation-theory
Experiments with information systems defined by iterative functions.
Standard-Grid
Standard-Grid @ Standard-SDK: standard protocol for reporting grid search results for students advised by me.
StrataNet
A hierarchical transformer model architecture with a configurable number of levels.
tensorflow
Computation using data flow graphs for scalable machine learning
unet4nuclei
U-net based segmentation of nuclei in microscopy images
Variational-Autodecoder
A Generic Implementation of Variational Auto-Decoder (https://arxiv.org/pdf/1903.00840.pdf)