EricElmoznino

encoder_dimensionality

encoder_warping

lighthouse_deep_learning_tutorial

neural-production-systems

Implementation (unofficial) of work described in https://arxiv.org/abs/2103.01937

bvae_reconstruction_fmri

Code to train a Beta-VAE and compare it's representational space with that of fMRI data

cnn_nonlinear_kernel

Exploring the use of nonlinear kernels in convolutional neural networks.

copy-text-to-clipboard

Copy text to the clipboard in modern browsers (0.2 kB)

EricElmoznino.github.io

gfn-nps

GFlowNet Neural Production System

ImageNet-Datasets-Downloader

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

lighthouse_api_tutorial

lighthouse_dimensionality_reduction_tutorial

lighthouse_imagedownload_tutorial

lighthouse_nlp_II

lighthouse_pandas_tutorial

lighthouse_pipelines_and_persistence

lighthouse_python_tutorial

Introduction to basic Python

lighthouse_recommender_tutorial

lighthouse_sql_tutorial

lighthouse_training_and_evaluation

lighthouse_trees_and_forests

lighthouse_visualization_tutorial

mastermind-rl

A Generative Flow Network trained to play the game Mastermind

mat6215-homework

Homework for Dynamical Systems class at UdeM

nn_meta_parameterization

Pandas_exercises_samples

pytorch-hed

a reimplementation of Holistically-Nested Edge Detection in PyTorch

qualia_and_dynamics

Code and figures for a research paper on how a dynamical systems perspective of conscious neural activity can explain the simultaneous communicability, richness, and ineffability of experience.

topological_representations

Neural network models that reshape non-topological representations (i.e. vectors) to have topology (i.e. spatial feature map) in further processing

VVGQN