elisendaortiz
Data Scientist @ Veson Nautical | PhD in Physics, University of Barcelona
University of Barcelona
Pinned Repositories
Phd_thesis
Mapping complexity through network geometry: from structure to dynamics of real-world networks
mercator
Inference of high-quality embeddings of complex networks into the hyperbolic disk.
Multiscale-Voter-Model
This repository contains results from the paper "Multiscale opinion dynamics on real networks" : https://arxiv.org/abs/2107.06656
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
Data_Science_examples
Some Jupyter notebooks with exploratory data analysis and implementation of mainstream ML methods.
elisendaortiz.github.io
personal website
Emergent-Complex-Network-Geometry
Network-Geometry-and-Complexity
bibliography
codellama
Inference code for CodeLlama models
elisendaortiz's Repositories
elisendaortiz/elisendaortiz
elisendaortiz/sklearn_notebooks
Some sample IPython notebooks for scikit-learn
elisendaortiz/codellama
Inference code for CodeLlama models
elisendaortiz/elisendaortiz.github.io
personal website
elisendaortiz/dtc-workshop
Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop
elisendaortiz/visual-chatgpt
VisualChatGPT
elisendaortiz/mlops-zoomcamp
MLOps course from DataTalks.Club
elisendaortiz/Object-Tracking-Counter
elisendaortiz/Phd_thesis
Mapping complexity through network geometry: from structure to dynamics of real-world networks
elisendaortiz/Networks
This repo contains code scripts useful for analysing complex networks in several ways.
elisendaortiz/ManimML
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
elisendaortiz/Data_Science_examples
Some Jupyter notebooks with exploratory data analysis and implementation of mainstream ML methods.
elisendaortiz/NetworkScience
Summer School on Network Science (UU)
elisendaortiz/Multiscale-Voter-Model
This repository contains results from the paper "Multiscale opinion dynamics on real networks" : https://arxiv.org/abs/2107.06656
elisendaortiz/RPS-SIS_dynamics
This repo contains a Jupyter notebook where we used Sympy package to do the math for the stability analysis of a dynamical process.
elisendaortiz/handcalcs
Python library for converting Python calculations into rendered latex.
elisendaortiz/Data-Science-Cheatsheet
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
elisendaortiz/bibliography
elisendaortiz/TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
elisendaortiz/mercator
Inference of high-quality embeddings of complex networks into the hyperbolic disk.
elisendaortiz/Network-Geometry-and-Complexity
elisendaortiz/Emergent-Complex-Network-Geometry