gustavomangold Goto Github PK

autoencoder-project

A simple autoencoder machine learning project.

credit_score-kaggle

A credit score model based on the kaggle 'Give me Some Credit' dataset.

currency_convert

A Java program that creates a GUI for converting currencies.

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

django_orm

A django ORM using PostgreSQL darelational tabase

en-transformer

Implementation of E(n)-Transformer, which incorporates attention mechanisms into Welling's E(n)-Equivariant Graph Neural Network

equivariant-transformers

Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuous transformations groups (ICML 2019). Paper: https://arxiv.org/abs/1901.11399

graph_neural_networks

gustavomangold

k-means

An unsupervised ML algorithm K-means used for the detection of false banknotes

keras_deep_learning

malthus_rk4

Euler and Runge Kutta of order 2 and 4 methods are used to analyse a Malthusian model used for the prediction of an invasive tumor growth. It has a script for the creation, inside the terminal, of graphs comparing the analytical and the computer calculated results.

montecarlo_c

Some montecarlo integration methods

rbm_project

A restricted boltzmann machine built from the ground up.

reuniao_ter-a

rl_opts

Train, benchmark and analyze reinforcement learning agents for optimal searching and foraging

simple-neural-network_clone

A simple Python script showing how the backpropagation algorithm works.

tanaka_book_code

Code constructed from the book Deep Learning and Physics (Springer, 2021)

twitter_bot

An updated twitter bot for automatically tweeting something.