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academic_papers_bot

A simple bot for generating paper titles based on original ones obtained from Google Scholar.

advent_of_code

Repository hosting the solutions for Advent of Code.

approx_incentive_salience

Code associated with the pre-print: https://arxiv.org/abs/2108.01724

bayesian_ann

Small project for exploring the usage of bayesian artificial neural networks implemented with PyMC3.

bazaar

Repository for collecting a series of small and heterogeneous projects.

churn_survival_joint_estimation

Repository hosting a minimal version of the code employed for the paper: Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability.

cnn_representation_visualizer

Small app for visualizing changes in filters and representation produced by a Convolutional Neural Network during training.

data_viz_python

Workshop on data visualization in Python - presented at IGGI conference 2018

draft_that_win

Small project on estimating matches outcomes in Dota 2 based on heroes' draft.

false_prophet

Small project comparing facebook's prophet with a recurrent neural network.

gene_expression_advanced_eda

Small project on conducting advanced exploratory descriptive analysis (EDA) on a gene expression dataset.

ghi_forecast

Project outlining possible solutions for global horizontal irradiance forecast.

idec_extended

Extension of Improved Deep Embedding Clustering to recurrent and convolutional autoencoders.

improved_approx_incentive_salience

Repository hosting the code for the final experiments of my PhD project.

introduction_bayesian_analysis

Workshop on introductory concepts in bayesian data analysis - presented at IGGI Conference 2020.

kerastuner_benchmark

Small project testing the functionalities of kerastuner and benchmarking the three available tuners.

learning_bayes

Repository for collecting the code wrote during the study of various resources on bayesian statistics.

modelling_engagement_ammount

Repository hosting ancillary results for the pre-print: "From Theory to Behaviour: Towards a General Model of Engagement"

modules_comp_neuro_2021

Code and material for PhD optional modules, taken from Goldsmith's MsC in Computational Cognitive Neuroscience.

phd_thesis

PhD Thesis

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

td_learning_salience

Small project attempting to incorporate saliency bias in temporal difference learning.

tweets_clustering

Small projects for estimating sentiment and clustering tweets using an artificial neural network.

vb690

webiste_bazaar

My website, a bazaar of small and heterogeneous projects.

what_do_books_look_like

Books representation to the eyes of a language model