coldestadam Goto Github PK

adam-aipnd-cnn

A demonstration using PyTorch to create a Convolution Neural Network.

bsds100

This is the course website for BSDS 100: "Introduction to Data Science with R" at the University of San Francisco. Assignments, lecture notes, and open source code will all be available on this website.

coldestadam.github.io

Adam Villarreal's Portfolio

cppnd-mandelbrot-creator

Udacity's C++ Capstone Project

cppnd-memory-management-chatbot

cppnd-route-planning-project

Udacity C++ Route Planning Project

cppnd-system-monitor-project-updated

Udacity's C++ System Monitor Project

cppnd-traffic-concurrent-simulation

cs245-practice-assignment-11

cs462assignment1

data-science-and-machine-learning

Lessons and resources on data science and machine learning for students and mentors. All materials are conventionally accessible through Google Colab notebooks.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dog-breed-classifier

Used Convolutional Neural Networks to predict the dog breed of dogs in images.

dynamichead

existentialism-text-generation

USF Math 373 Final Project. Using Marx, Nietzsche, Kierkegaard to train LSTMs.

exploring-67-years-of-lego

This DataCamp project shows my skills that I understand pandas well.

fruit-fasterr-cnn-detection

Using Pytorch to create multiple Faster R-CNN models to detect images of fruit.

generated-faces-dpnd

Use GANs (Generative adversarial networks) to generate faces using Convolutional Neural Networks.

linear-regression-final-project

This projected was completed by my partner Zachary Dougherty and myself. We used a dataset that was given to use by the University of San Francisco, and it detailed information about the graduated Class of 2018 starting with information from their freshmen year in 2014. Zachary created two Linear Regression models using Ridge and Lasso to create predictive and explanatory models for the GPA of the students. I myself created two Logistic Regression models that predict whether the student graduated or not. I created two models because I created an unbalanced dataset and a balanced dataset.

mlassignment1

Image Classifier using Tensorflow.js

nyc-airbnb-exploration

Looked at Airbnb's data to explore the Airbnb market of New York City, especially Brooklyn.

plagiarism-detector-mlend

Udacity's Machine Learning Engineer Nanodegree assignment using AWS to train a model to detect plagiarism from students answers.

pneumonia-classification

This is the concluding project for my Udacity Machine Learning Engineer Nanodegree. It will use Deep Learning to classify medical images.

presentation

rfinalproject

ML Final Project

seinfeld-generated-script

Used LSTMs to mimic Seinfeld scripts to create new scripts

sentiment-analysis-mlend

Sentiment Analysis assignment of Udacity's Machine Learning Nanodegree

sfsu-18-hackathon-health-against-obesity

This is the submission of Abdi Mohammad, Adam Villarreal, Steven Wong, Veronika Veres, and Jason Wei.

six-degrees-of-kevin-bacon

spongebob-text-generation

ML App implemented with HuggingFace and Streamlit using a finetuned GPT-2 model trained with SpongeBob scripts.