Pinned Repositories
botjack_discord_bot
Discord bot implementation with an ML-trained image classification function.
cuda_ndtri_ppf
Port of scipy's inverse Standard Gaussian CDF (ndtri.c) in Pytorch (c. 6x performance with CUDA).
EMq
Implementation of a bivariate NA-robust Expectation-Maximization algo.
faceforensics_reproduction
Reproduction/refactoring of the FaceForensics++ classification process.
financial_crisis_prediction_homology
Financial time series analysis & crisis prediction with persistent homology.
financial_metrics_comparisons
Comparisons of financial metrics (e.g. VaR vs CVaR/ES, simple vs log returns, etc.).
market_data_extraction_tool
Script that downloads intraday (past 5 days), daily (past 5 years) and active calls/puts of publicly traded companies.
page_rank_GNN
Implementation of a regression Graph Neural Network to predict PageRank.
UCA_MSc-DS2
Repository of the classes taken at UCA's Master of Sciences Data Science Year 2.
vix_index_modelization
Implementation with a Jupyter Notebook of the VIX index modelization provided in its CBOE white paper.
qlero's Repositories
qlero/vix_index_modelization
Implementation with a Jupyter Notebook of the VIX index modelization provided in its CBOE white paper.
qlero/market_data_extraction_tool
Script that downloads intraday (past 5 days), daily (past 5 years) and active calls/puts of publicly traded companies.
qlero/financial_metrics_comparisons
Comparisons of financial metrics (e.g. VaR vs CVaR/ES, simple vs log returns, etc.).
qlero/UCA_MSc-DS2
Repository of the classes taken at UCA's Master of Sciences Data Science Year 2.
qlero/financial_crisis_prediction_homology
Financial time series analysis & crisis prediction with persistent homology.
qlero/page_rank_GNN
Implementation of a regression Graph Neural Network to predict PageRank.
qlero/botjack_discord_bot
Discord bot implementation with an ML-trained image classification function.
qlero/faceforensics_reproduction
Reproduction/refactoring of the FaceForensics++ classification process.
qlero/cuda_ndtri_ppf
Port of scipy's inverse Standard Gaussian CDF (ndtri.c) in Pytorch (c. 6x performance with CUDA).
qlero/data_science_with_R
Series of small data science projects (e.g. neurocognition) built with R.
qlero/EMq
Implementation of a bivariate NA-robust Expectation-Maximization algo.
qlero/UCA_MSc-DS1
Repository of the classes taken at UCA's Master of Sciences Data Science Year 1.
qlero/choropleth_wasabi_dataset
Choropleth exploration of the WASABI database using D3.js for visualization and R for data pre-processing.
qlero/EMr
From-scratch implementation of Multivariate Expectation-Maximization algorithms.
qlero/kickstarter_success_predictor
Implementation of ML PySpark pipelines on Kickstarter's pledge dataset available on Kaggle.
qlero/machine_learning_applications
Implementation of machine learning models for learning purposes.
qlero/medical_data_augmentation
Comparison of data augmentation methods on medical classification tasks.
qlero/mimic_rehospitalization_prediction
Implementation of predicting models on re-hospitalization rate based on a sample from the MIMIC dataset.
qlero/quantumcomputingbook
Companion site for the textbook Quantum Computing: An Applied Approach
qlero/set_fetch
Scripts to set-up my computers.
qlero/tiny_adversary
Example implementation of adversarial attacks in Tinygrad.
qlero/tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
qlero/tinygrad_backward_tests
Exploration of changes of the .backward() method in tinygrad.