jg-fisher
Software Engineer. Teaching Python, Web Development and Machine Learning on YouTube.
Planet TechnologiesBarkhamsted, CT
Pinned Repositories
blog-api
Golang API for a blog
botnet
Simple implementation of a distributed SSH system, or botnet. Add bots to the botnet with IP address, host username, and host password. Issue terminal commands to command all bots.
desktopAssistant
Desktop assistant that uses speech recognition and gTTS to execute commands and talk back to the user.
diabetesNeuralNetwork
A neural network using Keras that classifies risk for diabetes based on health data.
dinoAI
CNN trained to play Google's dinosaur run game.
genetic-algorithm
Genetic algorithm built to maximize arrays with Go.
instagram-bot
Instagram bot built with Python 3.7 and the Selenium package.
perceptron
Perceptron model built from scratch.
python-ransomware
Basic ransomware proof of concept with Python 3.7.
supreme-bot
Automates purchases for newyorksupreme.com product drops.
jg-fisher's Repositories
jg-fisher/zeldaGame
Little Zelda clone with Pygame.
jg-fisher/perceptron
Perceptron model built from scratch.
jg-fisher/faceRecognition
Basic facial recognition with OpenCV and a HaarCascade.
jg-fisher/youtubeMusicDownloader
Command line tool to download lists of youtube video audio by url.
jg-fisher/phoneMovementNeuralNetwork
Feedforward neural network that classifies the current physical activity the user is engaging in.
jg-fisher/autoFB
Automated Facebook login with Selenium.
jg-fisher/wineNeuralNetwork
Feedforward neural network to classify wines from the wine.csv dataset using the Keras wrapper.
jg-fisher/geneticAlgorithm
Genetic Algorithm that evolves a population of random strings to find a name.
jg-fisher/k-nearest-neighbors
Basic k-nearest-neighbors (knn) implementation from scratch.
jg-fisher/mushroomLinearClassification
Keras used to classify mushrooms as poisonous or edible with a linear classification model.
jg-fisher/self-organizing-map
Self Organizing Map implementation from scratch.
jg-fisher/classy-emojis
CNN trained to recognize hand gestures.
jg-fisher/html2react
Command line tool for converting HTML into React components.
jg-fisher/leetAPI
API built with ExpressJS for translating strings to leet speak. Built with Node and Express.
jg-fisher/pokeGAN
Generative Adversarial Network built with Pytorch to generate new Pokemon.
jg-fisher/redditCloud
A wordcloud generator for subreddits. Visualize frequency of word appearances!
jg-fisher/audioAnalysis
Analysis and capture for .wav audio files.
jg-fisher/breastCancerNeuralNetwork
Feedforward neural network that classifies cancer as benign or malignant.
jg-fisher/deeplearning-papernotes
Summaries and notes on Deep Learning research papers
jg-fisher/deepSurfer
jg-fisher/imageResizer
Command line tool for resizing .PNG images.
jg-fisher/linear-regression
Basic linear regression from scratch.
jg-fisher/logistic-regression
Logistic regression implementation from scratch.
jg-fisher/march-madness-analysis
Analysis of march madness games in 1985-2017.
jg-fisher/mnistCNN
Handwritten digit classification using a convolutional neural network.
jg-fisher/naive-bayes
Test implementation of naive-bayes from scratch.
jg-fisher/pc-data-log
Tool for logging your computer activity.
jg-fisher/tinder-automation
Automates tinder swiping and messaging with bluestacks.
jg-fisher/trending-yt-analysis
Visual analysis of trending youtube videos.
jg-fisher/twitter-user-sentiment
Tool to analyze the sentiment of a Twitter user timeline.