dguevar1

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

datasharing

The Leek group guide to data sharing

deep_learning_with_pytorch

diabetes_case_study

This project is a case study on predicting diabetes using machine learning.

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

ExData_Plotting1

Plotting Assignment 1 for Exploratory Data Analysis

finding_donors_for_charityml

I evaluate and optimize several different supervised learners to determine which algorithm will provide the highest donation yield for a fictitious charity organization called CharityML. The trained model achieved an accuracy of 86.28% on the testing dataset.

gettingandcleaningdata

Repository use for course project in Getting And Cleaning Data.

Gmail-Jabber-Chatbot

C# .NET Jabber Chatbot that Talks on Gmail with XMPP, AIML. Allows execution of custom commands, similar to an IRC bot, and conversation with the ALICE AIML SDK. Chat bot communicates with users through Gmail / GTalk via XMPP.

ica

Independent Component Analysis

dguevar1/courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dguevar1/datasharing

The Leek group guide to data sharing

dguevar1/deep_learning_with_pytorch

dguevar1/diabetes_case_study

This project is a case study on predicting diabetes using machine learning.

dguevar1/dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

dguevar1/ExData_Plotting1

Plotting Assignment 1 for Exploratory Data Analysis

dguevar1/finding_donors_for_charityml

I evaluate and optimize several different supervised learners to determine which algorithm will provide the highest donation yield for a fictitious charity organization called CharityML. The trained model achieved an accuracy of 86.28% on the testing dataset.

dguevar1/gettingandcleaningdata

Repository use for course project in Getting And Cleaning Data.

dguevar1/Gmail-Jabber-Chatbot

C# .NET Jabber Chatbot that Talks on Gmail with XMPP, AIML. Allows execution of custom commands, similar to an IRC bot, and conversation with the ALICE AIML SDK. Chat bot communicates with users through Gmail / GTalk via XMPP.

dguevar1/ica

Independent Component Analysis

dguevar1/identify_customer_segments

Unsupervised learning skills are applied to two demographics datasets.

dguevar1/image_classifier

With PyTorch, I implement an image classification application using a deep learning model on a dataset of images. The trained model achieved an accuracy of 87.67% on the testing dataset.

dguevar1/implementing_gradient_descent

Jupyter notebooks for Lesson 2: Implementing Gradient Descent.

dguevar1/intro_to_neural_networks

Jupyter notebooks for Introduction to Neural Networks lesson.

dguevar1/intro_to_pytorch

A collection of Jupyter notebooks for understanding how to use PyTorch.

dguevar1/ndk-samples

Android NDK samples with Android Studio

dguevar1/open_model_zoo

Pre-trained Deep Learning models and samples (high quality and extremely fast)

dguevar1/pca

Dimensionality Reduction using PCA

dguevar1/perceptron_algorithm

This project is a lab for understanding how to implement the Perceptron Algorithm in Python.

dguevar1/practical_machine_learning

dguevar1/ProgrammingAssignment2

Repository for Programming Assignment 2 for R Programming on Coursera

dguevar1/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

dguevar1/randomfun

Notebooks and various random fun

dguevar1/recurrentjs

Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

dguevar1/RepData_PeerAssessment1

Peer Assessment 1 for Reproducible Research

dguevar1/titanic_survival_exploration

This project is a lab on using decision trees to predict survival on the Titanic.