Iván Vallés Pérez (@ivallesp)
github

ivallesp

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Top repositories

1

awesome-optimizers

Neural Network optimizers implemented from scratch in numpy (Adam, Adadelta, RMSProp, SGD, etc.)
Jupyter Notebook
45
star
2

YNAB-reporter

Reporting system for You Need A Budget
Python
37
star
3

simplestELM

A very simple implementation of the Extreme Learning Machine Algorithm (Deep Learning implementation)
Python
20
star
4

N26-to-YNAB

An automated way of syncing your N26 account transactions to You Need A Budget
Python
16
star
5

cFavorita

A project for solving demand forecast of a medium retailer using a simple Deep Learning model
Jupyter Notebook
14
star
6

papers

Summaries of papers read, starting from early 2020
TeX
7
star
7

Xception1d

Xception1d implementation for audio categorization
Python
6
star
8

scriptGAN

A natural language generation system using Wasserstein Generative Adversarial Networks. Repository for my Master's Thesis
Python
6
star
9

somnium

Model explainability and high dimensional visualisation library for Python based on Self-Organising-Maps
Python
3
star
10

deep_matrix_factorization

An empirical comparison between classical matrix factorization and deep learning assisted matrix factorization for solving collaborative filtering tasks
Jupyter Notebook
3
star
11

nips-conference-book-builder

A NIPS 2018 conference book scrapper for Python with BeautifulSoup
Python
2
star
12

montreal-docker

Dockerfile
1
star
13

Godot2DSurvivorGame

Medieval survivor game designed in Godot
GDScript
1
star
14

abs

Empirical study of the modulus as as activation function in computer vision applications
Python
1
star
15

LTH

Lottery-ticket hypothesis primer. Simple implementation in Keras and TF.
Jupyter Notebook
1
star
16

AdaIN

Code for reproducing AdaIN paper in Pytorch and with simple code
Python
1
star
17

DistillNet

Exploring Knowledge Distilation techniques on Pretrained Models
Python
1
star
18

Scikit-Stack

Python Library implementing the Super-Learner (aka Stacked Generalization Machine). Compatible with sklearn
Python
1
star
19

Matlab_ML

Old repository holding the code for different machine learning algorithms in Matlab
MATLAB
1
star
20

PSO

A simple Particle Swarm Optimization algorithm implementation from scratch
Python
1
star
21

simple_chatbot

A simple chatbot implementation using RNNs in a Fully Visible Belief Network architecture
Python
1
star