Pinned Repositories
cnn-bayesian-optimization
Implemementação de uma otimização bayesiana aplicada a uma rede neural convolucional.
covid19-chest-x-ray-detection
Detecção de COVID-19 a partir de imagens de raios X de tórax utilizando uma Deep Convolutional Neural Network otimizada.
Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
grid-search-experiment
In this experiment we'll use Grid Search to find better parameters for this model, to reduce the overfitting.
nyc-airbnb-data-analysis
Um projeto “end-to-end” de Machine Learning em dados do Airbnb.
optimization-problems
pairs-trading-strategy
How to build a simple pairs trading strategy in Python.
quant-experiments
Quantitative Research Experiments
sw-effort-predictive-analysis
In this project, Basic Machine Learning concepts were built on Desharnais dataset to built a software effort estimation model using a linear regression model. This statistical model was developed using a non-parametric linear regression algorithm based on the K-Nearest Neighbours (KNN).
toniesteves's Repositories
toniesteves/ab_testing_function
Extract the code from DataCamp course, some handy functions for A/B testing statistics are shown here
toniesteves/awesome-satellite-imagery-datasets
List of satellite imagery datasets with annotations for computer vision and deep learning
toniesteves/CNN-Sentinel
Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)
toniesteves/course-v3
The 3rd edition of course.fast.ai
toniesteves/cra-predictive-model
Análise do conjunto de dados e criação de um modelo de regressão para a previsão de CRA usando notas de disciplinas do primeiro período do curso de computação da UFCG. Além disso utilizamos algumas técnicas para enriquecer a análise dos dados como Holdout, Cross Validation e a comparação de modelos nos dados de teste e treino.
toniesteves/Cracking-The-Coding-Interview-Solutions
My Solutions to the book - Cracking the Coding Interview by Gayle Laakmann McDowell (6th Edition)
toniesteves/data-science-introducao-a-testes-estatisticos-com-python
toniesteves/data-science-portfolio
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
toniesteves/deep-learning-for-wound-care
The purpose of this repository is to explore the use of deep learning for wound classification or predictions
toniesteves/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
toniesteves/DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
toniesteves/djangoecommerce
toniesteves/eda-estimativas-tasks
toniesteves/Fetal-MRI-Segmentation
Total Body and Brain 3D Segmentation in Fetal MRI scans
toniesteves/inferencia-iat-scores
toniesteves/inferencia-lastfm
toniesteves/KerasImageDatagenTutorial
Tutorial on how to use Keras Image Data Generators.
toniesteves/l1p2-toniesteves
l1p2-toniesteves created by GitHub Classroom
toniesteves/Machine_Learning
Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.
toniesteves/Mathematics_for_Beginners
This is the formula sheet for "Mathematics for Beginners" by Siraj Raval on Youtube
toniesteves/Online-Course-Recommendation-System
Built on data from Pluralsight's course API fetched results. Works with model trained with K-means unsupervised clustering algorithm.
toniesteves/Programming_Interview_Study_Plan
This is the Programming Interview Study Plan by Siraj Raval on Youtube
toniesteves/pwc
Papers with code. Sorted by stars. Updated weekly.
toniesteves/regressao-capes
Regressão na avaliação da pós-graduação segundo a CAPES
toniesteves/regressao-introducao
toniesteves/satellite-image-deep-learning
Resources for performing deep learning on satellite imagery
toniesteves/sistematic-research
toniesteves/temporalCNN
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series
toniesteves/vega-lab
toniesteves/vis-cultura-stackoverflow