a-case-study-on-police-behavior-during-traffic-stops-with-pandas

An exploration of a part of the Stanford Open Policing Project dataset and analysis of the impact of gender, hour of day, weather and many other variables on police behavior during traffic stops.

advance-r-notes

Notes of the 2nd edition of the book Advanced R

alexandrehsd

asgard

A sustainable development goal classifier that targets scientific publications

beaglebone-black-examples

Algorithms and source codes of the projects implemented in the course of Real Time Systems at UFRN.

cache-memory-performance-simulator

A simulation of the performance of the three main Cache Memory mapping techniques running by three concurrent processes created with the support of the fork() system call from the POSIX API

client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

cluster-analysis

An introduction to Cluster Analysis and the K-Means clustering technique.

conformal-prediction-tutorial

cv

Alexandre Henrique's CV

em-algorithm

EM Algorithm implementation

handson-ml-notes

Notes and code along plus my solution to the exercises of hands on ML book

handwritten-digits-recognition

Handwritten digits recognition using the backpropagation algorithm and the MNIST dataset.

heuristic-search-methods

Implementations of heuristics search methods algorithms developed in the course of Applied Artificial Intelligence from the B.Sc. Computer Engineering at UFRN.

nlp-with-transformers-notes

packaging-model

This repository serves the educational purpose for learning how to package an ML model

particle-swarm-optimization

Particle Swarm Optimization algorithm in SCILAB

practical-mlops-notes

My study notes and code developed from what I learned reading Practical MLOps

practical-statistics-notes

My study notes from the book Practical Statistics for Data Scientists

predicting-pulsar-stars

Predictive model for Pulsar stars using artifical neural networks with the Keras API.

problem-solving-patterns

Common problem patterns and how to solve them in a more efficient manner.

regression-analysis

Implementations and statistical considerations about Regression Analysis models such as Simple and Multiple Linear Regression, and Logistic Regression.

smiling-detection

A tensorflow implementation of a convolutional neural network for smile detection.

splash2-lu_cb

Translation from PThread to OpenMP of the LU (CB) algorithm from the splash2 Benchmark Suite

wildfires-analysis

Analysis of wildfires from the open dataset provided by brazilian National Space Research Institute (INPE)