Fernando Carazo, PhD's repositories
introduccion-a-python
Curso de Introducción a la Programación en Python - Impartido en TECNUN Universidad de Navarra
Machine-Learning-for-Biomedical-Data
Course of Machine Learning for Biomedical Data -TECNUN University of Navarra
MINT21-machine-learning-course
Machine Learning Course for the Máster en Innovación Tecnológica. Madrid 2021. By Fernando Carazo
awsdesdecero
AWSDesdeCero: Una forma sencilla de iniciarte en la computación en la nube con Amazon Web Services desde cero.
Data-Science--Cheat-Sheet
Cheat Sheets
drughelper
R package to identify and correct drug names of the user's interest in order to easily work with drug screening. Drughelper is monthly updated with novel aproved drugs from the Chemble database of drug information.
jupyter-notebook-translator
Easily translate your Jupyter Notebooks from one language to another. It translates both Markdown and code comments.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
SFprediction
A novel method to predict context-specific splicing factors based on the combination of CLIP experiments with transcriptomic data. Publication https://bmcgenomics.biomedcentral.com/articles/10.1186/s12864-019-5900-1
trading-bot-python
Mini project for retrieving stock info and use alpaca to simulate trading
transcriptachilles
The first large-scale tool that uses machine learning to predict transcript biomarkers of gene essentiality. Publication: https://academic.oup.com/gigascience/article/8/4/giz021/5426568
skforecast
Time series forecasting with scikit-learn models
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
end-to-end-ML_fake-news
Building a fake news detector from initial ideation to model deployment
Graph-Machine-Learning
Graph Machine Learning, published by Packt
Hands_on_ML_w_Scikit_Karas_and_TensorFlow
Hands-on Machine Learning with Scikit-Learn, Keras and TensorFlow 2nd Edition by Aurélien Géron
Machine-Learning-Datasets
A collection of all the datasets that I have analyzed and various algorithms used for training.
pytorch_geometric
Graph Neural Network Library for PyTorch
streamlit_prophet
Streamlit app to train, evaluate and optimize a Prophet forecasting model.
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.