ivallesp

awesome-optimizers

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

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

RL_Banana_Collector

PyTorch Deep Q-Networks solution for Banana Collection in a Large Square Environment using UnityEnvironments

scriptGAN

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

simple_chatbot

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

simplestELM

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

somnium

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

YNAB-reporter

Reporting system for You Need A Budget

ivallesp/awesome-optimizers

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

ivallesp/YNAB-reporter

Reporting system for You Need A Budget

ivallesp/N26-to-YNAB

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

ivallesp/cFavorita

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

ivallesp/papers

Summaries of papers read, starting from early 2020

ivallesp/Xception1d

Xception1d implementation for audio categorization

ivallesp/somnium

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

ivallesp/abs

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

ivallesp/Godot2DSurvivorGame

Medieval survivor game designed in Godot

ivallesp/AdaIN

Code for reproducing AdaIN paper in Pytorch and with simple code

ivallesp/DistillNet

Exploring Knowledge Distilation techniques on Pretrained Models

ivallesp/LTH

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

ivallesp/montreal-docker

ivallesp/PSO

A simple Particle Swarm Optimization algorithm implementation from scratch

ivallesp/awesome-ynab

A list of YNAB projects

ivallesp/computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

ivallesp/gluon-ts

GluonTS - Probabilistic Time Series Modeling in Python

ivallesp/gym-inventory

An OpenAI Gym environment for Inventory Control problems

ivallesp/kaggle-environments

ivallesp/keras

Deep Learning for humans

ivallesp/notebooks

Notebooks using the Hugging Face libraries 🤗

ivallesp/one-page-resume

My resume, updated, in LaTeX format

ivallesp/phd-thesis

PhD dissertation sources

ivallesp/ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

ivallesp/rethinking-dropout

ivallesp/Revolut-to-YNAB

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

ivallesp/RL_Tennis

PyTorch Multi Agent Deep Deterministic Policy Gradient solution for Tennis game using UnityEnvironments

ivallesp/tensorflow

An Open Source Machine Learning Framework for Everyone

ivallesp/VAE

Variational Autoencoders simple implementation

ivallesp/vqvae-2

PyTorch implementation of VQ-VAE-2 from "Generating Diverse High-Fidelity Images with VQ-VAE-2"