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/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.
toniesteves/cnn-bayesian-optimization
Implemementação de uma otimização bayesiana aplicada a uma rede neural convolucional.
toniesteves/deep-learning-on-custom-images
Agrupando conceitos e classificando imagens com Deep Learning - Uma introdução aos conceitos de CNN com Python, Scikit Learning e Keras.
toniesteves/pneumonia-detection-from-chest-x-ray-images-with-deep-learning
Pneumonia Detection from Chest X-Ray Images using Transfer Learning
toniesteves/adam-geitgey-building-deep-learning-keras
toniesteves/AdamGeitgey-tensorflow-course
toniesteves/anomaly-detection-using-autoencoders
This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders
toniesteves/capsule_net_pytorch
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
toniesteves/chest-x-ray-pneumonia-inference
Inference in Pneumonia Detection from Chest X-Ray Images
toniesteves/CompactCNN
PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.
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/data-science-0
Codenation program part 2
toniesteves/DataCamp
DataCamp data-science courses
toniesteves/datasprint-analysis
Datasprint Technical test in Data Science
toniesteves/deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
toniesteves/Easy-deep-learning-with-Keras
Keras tutorial for beginners (using TF backend)
toniesteves/enem-2016
Previsão da nota de matemática dos alunos participantes do ENEM 2016.
toniesteves/Fraud_Detection_Techniques
toniesteves/gephy-data-viz
toniesteves/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
toniesteves/intro-d3-mapas
toniesteves/keras-autoencoder-rgb-images
Uma abordagem prática para construção de autoencoders convolucionais.
toniesteves/Machine-Learning-For-Predictive-Lead-Scoring
Predictive Lead Scoring does all the hard work for you by leveraging Machine Learning to provide your sales and marketing team with in-depth customer knowledge and ways to target the hottest and most qualified leads – resulting in saved time and higher revenue streams.
toniesteves/Machine_Leaning_Engineer_Udacity_NanoDegree
toniesteves/ml-flask-api
A simple template of a Python API (web-service) for real-time Machine Learning predictions, using scikitlearn-like models, Flask and Docker.
toniesteves/notebooks_tutoriais
Aqui você encontrar notebooks para alguns vídeos do meu canal no Youtube
toniesteves/optical-flow
Implementaç!ao do método do Lucas Kanade para fluxo óptico
toniesteves/predicao-cartola
toniesteves/teomerefs
toniesteves/transparencia-partidos