Washieu Anan 's repositories
BraTS-2020-CNN
Multimodal Brain Tumor Segmentation on the BraTS 2020 Dataset.
Automotive-Pairs
This notebook aims to research possible highly correlated and cointegrated assets in the Consumer Discretionary sector.
Spotify-App
Created a Spotify application for my Data Science class.
English-Class-Dystopia-Website
I was tasked to create a piece to offer to my English class that in some way reflects the work that we have done. This website automatically generates dystopias.
Cancer-Survival-Analysis
Cancer Survival Analysis project. Details provided in the notebook.
washieuanan
Config files for my GitHub profile.
Their-Eyes-Were-Watching-God-DALL-E
Using a modified version of OpenAI’s DALL-E machine learning model, we created image representations of Zora Neale Hurston’s Their Eyes Were Watching God . We do so by utilizing pieces of text as inputs into the model. More specifically, we use pieces of text that capture Janie, the main protagonist of the novel, and her experiences with love. These quotes aim to demonstrate not only what Janie finds to be love but also how Janie experiences love. In doing so, we try to question and answer: what is love to Janie? Do we see Janie’s definition of love change over time? How do her experiences effect that definition?
ITGDWP
Introduction to Game Development Course code. Taught by Browning School Ultro Robotics Team members.
COVID-19-Tracker
A website that I have built to track the statistics of the current coronavirus pandemic.
A-Sentiment-Analysis-on-the-2020-Election
Performed sentiment analysis on tweets about the 2020 presidential election.
Handwriting-Recognition
A machine learning project that aims to recognize hand-written names from images.
GloVe-Embeddings-News-Classification
A machine learning project that aims to use GloVe embeddings to analyze the truth value of news sources (real or fake news). Dataset will be included in README.
Raspberry-Pi-Emotion-Recognition
A project that recognizes human facial emotions and recommends songs based on the emotion. The project utilizes the PiCamera module for the Raspberry Pi, OpenCV, and a machine learning model to perform emotion recognition. Look at the description for further details.
Facial-Emotion-Recognition
A project that aims to classify human facial emotions via the use of machine learning through libraries like PyTorch and NumPy. The dataset is in the repository and is uploaded to Google Drive because it's large file size: https://drive.google.com/file/d/1utLxlByGjWzgtjrvoJNonN0uiyx3ttn1/view?usp=sharing
Video-Games-Sales-Analysis
A mini-project that aims to analyze video games sales. Dataset was scraped off of: https://www.vgchartz.com/
Text-Generation-With-Shakespeare
A project that utilizes LSTMs (Long Short-Term Memory) to create new sentences that modeled off of Shakespeare's texts. Dataset is in the repository.
Generating-Fake-Faces-With-DCGANs
A project that contains generative adversarial networks to generate fake faces of celebrities/humans. Dataset of celebrity faces: http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
Malaria-Blood-Cell-Detection
A convolutional neural network to detect whether a cell has been infected by malaria or not. Dataset: https://lhncbc.nlm.nih.gov/publication/pub9932.
Cancerous-Skin-Lesion-Image-Classification
A project that aims to classify cancerous skin lesions from image data (https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/DBW86T). In this project. I perform logistic regression on metadata, perform K-means classification on RGB Values, and classify grayscale and colored 28x28 images via neural networks. Note: The dataset is approximately 3 GB meaning that I will not be able to push this to GitHub.
Daily-Temperature-Prediction-Model
A model to predict the future temperatures of certain regions given the dataset provided (http://academic.udayton.edu/kissock/http/Weather/default.htm).
Blood-Cell-Imaging-Neural-Network
A neural network to identify blood cell subtypes from an image dataset (https://github.com/Shenggan/BCCD_Dataset).
Pneumonia-CNN
A convolutional neural network that has been designed to detect pneumonia from Chest X-Rays. For more information about the X-Rays, please look at this following resource: http://www.cell.com/cell/fulltext/S0092-8674(18)30154-5
JavaScript-Basics
A compilation of projects that I designed using JavaScript when I was beginning to learn the language.
COVID19-Image-Classification
This is a CNN (Convulutional Neural Network) that I designed to detect affected COVID-19 lungs from an image dataset (https://github.com/ieee8023/covid-chestxray-dataset).
2048-Games
The collection of 2048 games that I created for both NYC Public and Private High Schools.
Service-Learning-Project
This is an interactive Python notebook that has been created for my Biology class.