aulas-machine-learning

Aulas Machine Learning 2018

Site da disciplina: https://sites.google.com/site/ufcregis/home/2018-1/aprendizado-de-maquina

Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
datasets		datasets
mylibs		mylibs
.gitignore		.gitignore
00-Hello World.ipynb		00-Hello World.ipynb
01-Exercicio Regressao Linear.ipynb		01-Exercicio Regressao Linear.ipynb
02-Carregamento do dataset sobre diabetes.ipynb		02-Carregamento do dataset sobre diabetes.ipynb
03-Distribuicao Normal.ipynb		03-Distribuicao Normal.ipynb
04-Gradiente Descendente.ipynb		04-Gradiente Descendente.ipynb
05-Linear Regression - Exemplo Simples.ipynb		05-Linear Regression - Exemplo Simples.ipynb
06-Transformacoes.ipynb		06-Transformacoes.ipynb
07-Logistic Regression.ipynb		07-Logistic Regression.ipynb
08-Logistic Regression 2.ipynb		08-Logistic Regression 2.ipynb
09-kNN.ipynb		09-kNN.ipynb
10-Medidas de Distancia.ipynb		10-Medidas de Distancia.ipynb
11-Stratified Split.ipynb		11-Stratified Split.ipynb
12-Normalization and Standardization-Somente 2 features.ipynb		12-Normalization and Standardization-Somente 2 features.ipynb
12-Normalization and Standardization-Todas as Features.ipynb		12-Normalization and Standardization-Todas as Features.ipynb
13-Naive Bayes.ipynb		13-Naive Bayes.ipynb
14-SVM.ipynb		14-SVM.ipynb
15-SVM 2.ipynb		15-SVM 2.ipynb
16-kNN 2.ipynb		16-kNN 2.ipynb
17-Conversao Categorico Numerico.ipynb		17-Conversao Categorico Numerico.ipynb
18-Decision Regions.ipynb		18-Decision Regions.ipynb
19-Kernel SVM.ipynb		19-Kernel SVM.ipynb
20-Perceptron.ipynb		20-Perceptron.ipynb
21-Adaline GD.ipynb		21-Adaline GD.ipynb
22-Adaline SGD.ipynb		22-Adaline SGD.ipynb
23-Neural Network MLP.ipynb		23-Neural Network MLP.ipynb
24-Pre-Processamento.ipynb		24-Pre-Processamento.ipynb
25-Regularizacoes-Coeficientes.ipynb		25-Regularizacoes-Coeficientes.ipynb
26-Pandas-Definicao de Tipos.ipynb		26-Pandas-Definicao de Tipos.ipynb
27-Arvore de Decisao.ipynb		27-Arvore de Decisao.ipynb
28-Clustering.ipynb		28-Clustering.ipynb
29-Clustering Hierarquico.ipynb		29-Clustering Hierarquico.ipynb
30-Categorizacao por Faixa de Valores.ipynb		30-Categorizacao por Faixa de Valores.ipynb
Lista_01-Resolucao-Lucivan.ipynb		Lista_01-Resolucao-Lucivan.ipynb
README.md		README.md
data.csv		data.csv

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