johnsonj561

Lake Worth, Florida

Pinned Repositories

Angular-SPA-Quick-Start
Quick start to setting up Angular single page application on NodeJS
Language:JavaScript20
Cat-Dog-Classification
Matlab script that utilizes image pre-processing, convolutional neural network, and SVM model to classify images of cats and dogs
Language:MATLAB9 2 03
Feature-Learning-Medicare-Data
Feature learning on medicare data: PCA, TSNE, Autoencoder, MLP
Language:Jupyter Notebook1 2 00
Hcpcs2Vec
Learning dense semantic embeddings for HCPCS procedure codes using big Medicare data and a skip-gram model.
Language:Jupyter Notebook6 0 00
IR-Boolean-Search
Experimenting with text pre-processing, indexing, and boolean search techniques
Language:JavaScript10
K-Means-Document-Summarization
Utilizing NLTK's K Means clustering algorithm to produce a 10 sentence summary from a 850 sentence document.
Language:Python4 1 01
React-Cognito-Quick-Start
Jump start your react applications with React, Material-UI, and AWS Cognito Authentication
Language:JavaScript5 1 00
React-Native-Photo-App
Manage your photos with Tinder-like animations... Typescript, React Native 0.59, AWS Cognito Auth, React Navigation 3.0, RN Gesture Handler, RN Reanimated, RN Maps, RN Paper UI, Custom Hooks, Styled Components, Prettier
Language:TypeScript9 2 02
Search-and-Classification-With-Natural
Text pre-processing, tf-idf, cosine similarity, and classification using Node package 'Natural'
Language:JavaScript21
Spark-Tutorials
Spark and Python for Big Data with PySpark taken from Udemy
Language:Jupyter Notebook534

johnsonj561's Repositories

johnsonj561/Simple-Serverless-API
Demonstrating serverless API with: AWS API Gateway + Lambda, Swagger, Jest
Language:JavaScript
johnsonj561/Sentiment-Analysis-Chat-App
Node.js, Next.js, React, Pusher, Sentiment stack. Application for real time chat and sentiment analysis
Language:JavaScript
johnsonj561/ML-Training-Visualizations
Visualize simple ML algorithm training processes. Built with React, Rambda, RxJS, Semantic-UI, Recharts
Language:JavaScript
johnsonj561/Machine-Learning-with-R
Decision trees, naive bayes, perceptron, gradient descent, and multi-layer perceptron with examples in R
johnsonj561/React-Cognito-Quick-Start
Jump start your react applications with React, Material-UI, and AWS Cognito Authentication
Language:JavaScript5
johnsonj561/Survey-Automated-Cyberbullying-Detection
Analysis of 6 case studies on automated detection of cyberbullying through machine learning methods.
johnsonj561/Introduction-To-TensorFlow
An introduction to working with TensorFlow. Includes Linear Regression (housing data) and Sentiment Analysis with LSTM RNN (IMDb movie reviews)
Language:Jupyter Notebook1
johnsonj561/Multilayer-Perceptron-vs-Logistic-Regression
Comparing MLP and Logistic Regression classifiers using WEKA and fault prone software module data set
johnsonj561/Software-Module-Fault-Ordering
Using linear regression models to predict software module ranking from most fault prone to least fault prone
johnsonj561/LibSVM-Text-Classification
Using LibSVM linear kernel to train classification model and evaluate model using test data
Language:Python1
johnsonj561/Weka-Meta-Learners
WEKA tool is used to evaluate weak (decision stump) and strong (J48) decision tree learners in combination with Bagging and Boosting meta learners
johnsonj561/Fault-Prone-Software-Classifiation
Linear Regression and Decision Stump classification using WEKA tool to detect fault prone software based on software process attributes
johnsonj561/OpenNLP-Basics
Using OpenNLP to perform sentence detection, tokenization, part-of-speech tagging, and name/location detection
Language:HTML
johnsonj561/Lambda-Starter
Relatively light weight AWS lambda starter project, includes upload/invoke lambda scripts and DynamoDB DocumentClient wrapper
Language:JavaScript1
johnsonj561/Project-Portfolio
MEAN stack (Angular 5) SPA that allows admin to upload/edit projects and allows users to search/sort/filter projects
Language:TypeScript
johnsonj561/Levenshtein-Distance
Javascript implementation of Levenshtein Distance algorithm using Dynamic Programming method
Language:JavaScript
johnsonj561/AngularJS-Publishing-Service
Implementation of publishing service for AngularJS
Language:JavaScript
johnsonj561/Angular-Account-Manager
MEAN stack application that allows users to create profiles and manage personal accounts
Language:JavaScript
johnsonj561/Search-and-Classification-With-Natural
Text pre-processing, tf-idf, cosine similarity, and classification using Node package 'Natural'
Language:JavaScript21
johnsonj561/K-Means-Document-Summarization
Utilizing NLTK's K Means clustering algorithm to produce a 10 sentence summary from a 850 sentence document.
Language:Python41
johnsonj561/Weka-Text-Classification
Results of Naive Bayes and SVM text classification using Weka
Language:Python11
johnsonj561/Python-Tutorial
Summarizing Python Tutorial found at https://www.tutorialspoint.com/python
Language:Python
johnsonj561/Angular-SPA-Quick-Start
Quick start to setting up Angular single page application on NodeJS
Language:JavaScript2
johnsonj561/Modular-Exponentiation-Performance
Quick explanation of modular exponentiation and method for overcoming memory constraints
Language:Python
johnsonj561/IR-Boolean-Search
Experimenting with text pre-processing, indexing, and boolean search techniques
Language:JavaScript1
johnsonj561/IR-Python-Cosine-Similarity
FAU Information Retrieval Assignment: uses Python and NLTK for processing text and calculating cosine similarity
Language:Python
johnsonj561/Node-Git-Demo
Interacting with Github api through NodeGit
Language:JavaScript
johnsonj561/KB-Software-Solutions
Website for KB Software Solutions
Language:JavaScript
johnsonj561/Lilly-Pad
Website design for Lilly Pad Halfway House West Palm Beach FL
Language:CSS
johnsonj561/Node-File-Upload
Managing file uploads with Angular and Node's Multer package
Language:JavaScript