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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

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.

centralityanomaly

Centrality anomalies in complex networks as a result of model over simplification - New Journal of Physics 23, 013043.

combmodel

This package simulate trajectories of the comb model via Langevin equations driven by fractional Gaussian noises (long-range correlated).

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)

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

localization

roberta-llama-mistral

Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama, and Mistral for Disaster Tweets Analysis with Lora

scaling_transportation_data

tinyllama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.