gcastro-98

AI | Mathematics & physics

@nebbo-weather Barcelona

Pinned Repositories

conformal-prediction
Conformal prediction applied both to exchangeable and time-series data. Carried out as part of (UB 2023) MSc thesis work.
Language:Jupyter Notebook31
eurecat-datathon-applied-ai
Eurecat challenge during Hack EPS 2022 edition. Related to Applied AI (mainly CV and DL)
Language:Jupyter Notebook21
gcastro-98.github.io
Portfolio of Gerard Castro Castillo
Language:JavaScript1 1 110
hack-eps-image-detection
1st prize solution of the third "daily hack" of the HackEPS 2022 edition
Language:Python10
immune-datathon
Immune 2022 datathon edition: implementation of the solution on the churn prediction challenge
Language:Python10
movie-recommender
Movie recommender web application for the MovieLens 1M dataset
Language:Python1 1 00
NLA
NLA course media taught during the Data Science MSc (UB, 2022)
Language:Python1 1 00
nn-from-scratch
Neural network implementation from scratch through a Keras-like API in Python
Language:Python2 1 40
space-invaders
Small & simple project to emulate the classical 'Space Invaders' (1978) game in Java.
Language:Java1 1 60
synthetic-medical-images
Using a GAN to synthetically generate medical images for DL purposes
Language:Python7 3 42

gcastro-98's Repositories

gcastro-98/synthetic-medical-images
Using a GAN to synthetically generate medical images for DL purposes
Language:Python7 3 42
gcastro-98/conformal-prediction
Conformal prediction applied both to exchangeable and time-series data. Carried out as part of (UB 2023) MSc thesis work.
Language:Jupyter Notebook31
gcastro-98/eurecat-datathon-applied-ai
Eurecat challenge during Hack EPS 2022 edition. Related to Applied AI (mainly CV and DL)
Language:Jupyter Notebook21
gcastro-98/gcastro-98.github.io
Portfolio of Gerard Castro Castillo
Language:JavaScript1 1 110
gcastro-98/movie-recommender
Movie recommender web application for the MovieLens 1M dataset
Language:Python1 1 00
gcastro-98/NLA
NLA course media taught during the Data Science MSc (UB, 2022)
Language:Python1 1 00
gcastro-98/Optimization
Optimizaion course media taught during the Data Science MSc (UB, 2023)
Language:Jupyter Notebook10
gcastro-98/PGM
Probabilistic Graphical Models (PGM) course media, taught during the Data Science MSc (UB, 2023-24)
Language:Jupyter Notebook1
gcastro-98/AGILE
AGILE course media, taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook
gcastro-98/awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
gcastro-98/batch-ml-deploy
Deploy simple batch mode ML model in production. 3rd assignment of the Big Data subject of the MSc Data Science course (UB, 2022-23)
Language:Python1 1
gcastro-98/Bayesian
Bayesian Statistics & Prob. Prog. course media taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook1 0
gcastro-98/bayesian-1st-assignment
Bayesian Statistics 1st assignment, by L. Bocchi & G. Castro, for the Data Science MSc (UB, 2022-23)
Language:Jupyter Notebook1 0
gcastro-98/Big-Data
Big Data course media taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook1 0
gcastro-98/conformal-bayesian
Conformal Bayesian Computation (CBC). This paper summarizes the theoretical foundings of the CBC, as well as it applies to 2 use-cases: classification and regression.
Language:Python1 0
gcastro-98/conformal-prediction-media
Thesis and presentation on conformal prediction applied both to exchangeable and time-series data. Carried out as part of (UB 2023) MSc thesis work.
Language:TeX
gcastro-98/CV
Computer Vision course media taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook2 0
gcastro-98/DL
DL course media taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook
gcastro-98/Ethical-ds
Ethical Data Science course media taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook
gcastro-98/fake-jobs
Kaggle competition: classification problem on imbalanced tabular data. Part of the 'Machine Learning' course grading, for the Data Science MSc by the UB (2022-23).
Language:Python
gcastro-98/FPDS
Data Science master course media (University of Barcelona, 2022-24)
1 0
gcastro-98/gcastro-98
Summary of Gerard Castro Castillo
1 0
gcastro-98/kf-data-assimilation
Data assimilation implementation using Kalman Filter for the CFD simulation of a turbulent wind flow in a finite cylinder.
Language:TeX1
gcastro-98/ML
ML course media, taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook
gcastro-98/nla-page-rank
Page Rank (Google's algorithm) implementations. Numerical Linear Algebra (NLA) 3rd assignment for the Data Science MSc (UB, 2023-24)
Language:TeX1 0
gcastro-98/NLP
Natural Language Processing course media taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook2 0
gcastro-98/nosql-4-weather
Weather data scraping: a docker-compose setup is leveraged to collect data from a Weather API (using a Python app and its API) and it is stored into a MongoDB database
Language:Python
gcastro-98/quora-question-pairs
Quora Question Pairs Challenge solution, https://www.kaggle.com/c/quora-question-pairs. Implemented as NLP assignment during the MSc Data Science 2023 (UB) course
Language:Jupyter Notebook1
gcastro-98/Recommenders
Recommenders course media taught during the Data Science MSc (UB, 2022)
Language:Jupyter Notebook
gcastro-98/Visualization
Presentation & Visualization course media taught during the Data Science MSc (UB, 2023)
Language:Jupyter Notebook2 01