efwoods

Alleviating-Depression-With-Machine-Learning-And-Twitter-Quotes

This body of work posts tweets of my favorite inspiring quotes to people who are #depressed based upon the their historical likes of twitter content. The purpose is to give them a moment where they feel connected to someone who cares.

An-Introduction-To-Statistical-Learning-With-Applications-In-R-Second-Edition

My study of "An Introduction to Statistical Learning with Applications in R Second Edition" by Gareth James, Daniela Witten, Trevor Hastie, & Robert Tibshirani

AudioGeneration

BotThatCatchesTwitterSpamBots

This is a bot that catches Twitter spam bots.

Decoding-EEG-during-AO-MI-ME

Improvement upon the IEEE Sensors Journal research of decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitting.

Facial-Emotion-Detection

M.I.T Applied Data Science Program's Final Project implements Deep Learning and Artificial Intelligence to create a machine learning model that accurately classifies the emotion of an input image of an individual’s face. There are four detected emotions: happy, sad, surprised, & neutral.

LexBot

LexBot

Neuralink-Compression-Challenge

This is my solution to the Neuralink Compression Challenge to compress a sample of neural audio losslessly written in python. It includes modules to encode and decode as well as a suite of tests.

R-For-Data-Science

My self-study of the well-written book "R for Data Science" by Hadley Wickham & Garret Grolemund.

Watson-Precision-Agriculture

In collaboration with I.B.M. & Clemson University, this repository contains code for the water stress detection system developed by the Watson-in-the-Watt creative inquiry team. We are developing a networked visual recognition system which leverages IBM's cognitive intelligence, Watson, to detect water stress in ornamental shrubs.

efwoods/Watson-Precision-Agriculture

In collaboration with I.B.M. & Clemson University, this repository contains code for the water stress detection system developed by the Watson-in-the-Watt creative inquiry team. We are developing a networked visual recognition system which leverages IBM's cognitive intelligence, Watson, to detect water stress in ornamental shrubs.

efwoods/Neuralink-Compression-Challenge

This is my solution to the Neuralink Compression Challenge to compress a sample of neural audio losslessly written in python. It includes modules to encode and decode as well as a suite of tests.

efwoods/An-Introduction-To-Statistical-Learning-With-Applications-In-R-Second-Edition

My study of "An Introduction to Statistical Learning with Applications in R Second Edition" by Gareth James, Daniela Witten, Trevor Hastie, & Robert Tibshirani

efwoods/Decoding-EEG-during-AO-MI-ME

Improvement upon the IEEE Sensors Journal research of decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitting.

efwoods/SeniorDesign

This is the code that won the Senior Design competition at Clemson University.

efwoods/R-For-Data-Science

My self-study of the well-written book "R for Data Science" by Hadley Wickham & Garret Grolemund.

efwoods/bamboo

This repository tracks the progress of potentially using eureka to train a task in simulation, port that task to a physical robot, then port that task to an individual connected to a BCI. This enables learning skills as Neo does in The Matrix.

efwoods/data_camp_python

efwoods/DDM

Data Driven Marketing

efwoods/Dream-Visualizer

This repository uses neurological data in conjunction with generative artificial neural networks to visualize dreams.

efwoods/DSP

Data Science Pipeline

efwoods/eeg-signal-classification-for-action-identification-keras

https://keras.io/examples/timeseries/eeg_signal_classification/

efwoods/efwoods

Evan Woods 2018 Clemson Bachelor's of Engineering Graduate with a focus on Computer Engineering.

efwoods/Eureka

Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)

efwoods/git-commit-history

Display all commit history of a user across all repositories for that user over a given period of time.

efwoods/hackerrank

Interview Preparation

efwoods/journal-gist

This project summarizes the key points of research papers using LLMs

efwoods/Machine-Learning-Scientist-Python

https://app.datacamp.com/learn/career-tracks/machine-learning-scientist-with-python

efwoods/Machine_Learning_at_the_Edge_A_Practical_Introduction_from_Arm

An edx course designed to practice training machine learning models and implementing them on industry-relevant Arm-based microcontrollers

efwoods/mastering-microcontroller-and-embedded-driver-development

This is my professional practice of Udemy's Mastering Microcontroller and Embedded Driver Development course by Kiran Nayak.

efwoods/neural_lossless_compression

Neuralink's Lossless Compression Challenge

efwoods/pyautogui-webgrid

Automating mouse movements to play webgrid and visualize what optimal BPS performance looks like.

efwoods/pypi-packaging-tutorial

Creating a Python Package Tutorial

efwoods/Quantitative_Biology_Workshop

MITx 7.QBWx practical application and study of neuroscience topics using Matlab, Python, & R.

efwoods/Searchlight-analysis-of-face-vs-house-recognition

Fitting a classifier in order to distinguish between face and house related cortical areas

efwoods/signal_processing_utilities

Helper Functions to Process Neural Signal

efwoods/Simulating_a_hippocampus_microcircuit

This is a course offered by EPFL through edx which studies and simulates a hippocampus microcircuit in python. This study is intended to reinforce my understanding of the brain, to simulate a circuit in python, and continue my journey to work on BCI technology at companies such as Neuralink.

efwoods/Sleep-States

A repository to predict the wakefulness of a user depending upon the orientation of their wrist and a labeled dataset from kaggle.

efwoods/udacity

A collection of Udacity coursework

efwoods/webgrid2

This is an improvement on webgrid. The intent behind this project is to create something that would assist BCI patients & increase the challenge of webgrid. This is to exist indefinitely.