ivallesp

awesome-optimizers

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

YNAB-reporter

Reporting system for You Need A Budget

N26-to-YNAB

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

cFavorita

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

papers

Summaries of papers read, starting from early 2020

Xception1d

Xception1d implementation for audio categorization

somnium

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

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

DistillNet

Exploring Knowledge Distilation techniques on Pretrained Models

Godot2DSurvivorGame

Medieval survivor game designed in Godot

LTH

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

montreal-docker

PSO

A simple Particle Swarm Optimization algorithm implementation from scratch

awesome-ynab

A list of YNAB projects

computer-science

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

gluon-ts

GluonTS - Probabilistic Time Series Modeling in Python

gym-inventory

An OpenAI Gym environment for Inventory Control problems

kaggle-environments

keras

Deep Learning for humans

one-page-resume

My resume, updated, in LaTeX format

phd-thesis

PhD dissertation sources

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

RL_Tennis

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

tensorflow

An Open Source Machine Learning Framework for Everyone

VAE

Variational Autoencoders simple implementation

vqvae-2

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

ynab-client-python

Unofficial Python Client for YNAB API v1