Iván Vallés Pérez

awesome-optimizers. Neural Network optimizers implemented from scratch in numpy (Adam, Adadelta, RMSProp, SGD, etc.)

YNAB-reporter. Reporting system for You Need A Budget

simplestELM. A very simple implementation of the Extreme Learning Machine Algorithm (Deep Learning implementation)

cFavorita. A project for solving demand forecast of a medium retailer using a simple Deep Learning model

N26-to-YNAB. An automated way of syncing your N26 account transactions to You Need A Budget

papers. Summaries of papers read, starting from early 2020

scriptGAN. A natural language generation system using Wasserstein Generative Adversarial Networks. Repository for my Master's Thesis

Xception1d. Xception1d implementation for audio categorization

somnium. Model explainability and high dimensional visualisation library for Python based on Self-Organising-Maps

deep_matrix_factorization. An empirical comparison between classical matrix factorization and deep learning assisted matrix factorization for solving collaborative filtering tasks

Godot2DSurvivorGame. Medieval survivor game designed in Godot

nips-conference-book-builder. A NIPS 2018 conference book scrapper for Python with BeautifulSoup

abs. Empirical study of the modulus as as activation function in computer vision applications

LTH. Lottery-ticket hypothesis primer. Simple implementation in Keras and TF.

Revolut-to-YNAB. An automated way of syncing your Revolut account transactions to You Need A Budget

simple_chatbot. A simple chatbot implementation using RNNs in a Fully Visible Belief Network architecture

AdaIN. Code for reproducing AdaIN paper in Pytorch and with simple code

DistillNet. Exploring Knowledge Distilation techniques on Pretrained Models

montreal-docker. Dockerfile

PSO. A simple Particle Swarm Optimization algorithm implementation from scratch

Matlab_ML. Old repository holding the code for different machine learning algorithms in Matlab

Scikit-Stack. Python Library implementing the Super-Learner (aka Stacked Generalization Machine). Compatible with sklearn