Luiz G. A. Alves's repositories
AppliedMathSchoolLectures
Lectures on "crime and political corruption analysis using data mining, machine learning and complex networks" at the School of Applied Mathematics in the Institute of Mathematics and Computer Science at University of São Paulo
CentralityAnomaly
Centrality anomalies in complex networks as a result of model over simplification - New Journal of Physics 23, 013043.
hctsaPhenotypingWorm
Machine learning classification using scikit-learn and features from hctsa analysis on movement speed data of five strains of the nematode worm Caenorhabditis elegans
BayesianInferenceExamples
Selected examples of Bayesian inference using MCMC sampler algorithms.
CelegansMotility
This repository contains the code for the analysis reported in Physical Review E 96, 022417.
deep-learning-with-PyTorch
Exercises and supplementary material for the deep learning course 02456 using PyTorch.
edgar-crawler
The only open-source toolkit that can download EDGAR financial reports and extract textual data from specific item sections into nice and clean JSON files.
elasticsearch
Jupyter notebook version of elasticsearch definitive guide with all examples in Python (DSL and client)
FinanceOps
Research in investment finance with Python Notebooks
Roberta-Llama-Mistral
Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama, and Mistral for Disaster Tweets Analysis with Lora
TinyLlama
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
tsa-notebooks
Jupyter notebooks on time series econometrics topics.