ivallesp Goto Github PK

abs

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

adain

Code for reproducing AdaIN paper in Pytorch and with simple code

awesome-optimizers

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

awesome-ynab

A list of YNAB projects

cdiscount

A +5000-multiclass image classification implementation using Convolutional Neural Networks. This is an implementation for solving the Kaggle CDiscount competition (12 milion images)

cfavorita

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

computer-science

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

corporacionfavorita

RNN-based demand forecast solution. Proof of concept for the "corporación favorita" kaggle competition

deep_matrix_factorization

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

distillnet

Exploring Knowledge Distilation techniques on Pretrained Models

gluon-ts

GluonTS - Probabilistic Time Series Modeling in Python

godot2dsurvivorgame

Medieval survivor game designed in Godot

gym-gridworlds

Gridworld environments for OpenAI gym.

gym-inventory

An OpenAI Gym environment for Inventory Control problems

jigsaw

RNN-Based character-level text classification. Implementation for "Jigsaw toxic comments challenge" competition in Kaggle

kaggle-environments

keras

Deep Learning for humans

lth

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

matlab_ml

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

montreal-docker

n26-to-ynab

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

nips-conference-book-builder

A NIPS 2018 conference book scrapper for Python with BeautifulSoup

numerai

A sketch of a system for automatically competing in Numer.ai using Machine Learning techniques

one-page-resume

My resume, updated, in LaTeX format

papers

Summaries of papers read, starting from early 2020

phd-thesis

PhD dissertation sources

pso

A simple Particle Swarm Optimization algorithm implementation from scratch

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.

rethinking-dropout

revolut-to-ynab

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