Jude Capachietti's repositories
posenet-react-native
This is a react native app with a posenet model running on the camera image. It currently outputs the predictions to the console. When running an app it will display the overall confidence in the model at the bottom of the screen.
mediapipes-hand-exploration
This is an example of using Googles mediapipe framework to detect hands in images and video. This mapping is then used as the starting point for ML models. In other words, it is the encoding process for further use.
use-sagemaker-cheaply
repo containing notebook accompanying medium article showing how to use SageMaker and S3 for ML development cheaply
code-along-find-sql-table-names
This is the repo that goes along with the Medium article: "Writing a python script to read SQL table names from a .sql file"
deep-averaging-neural-network
This is the last project I completed for my course in Neural Networks. It creates a deep averaging Neural Network for sentiment analsys.
JS_OCR_digits
this is the project folder for creating an OCR digit reader in JS... Converting from python
Blackjack_simulation
This repository is for code around a blackjack simulation project I am creating. I want to measure the expected returns on varying blackjack strategies.
Massachusetts-surf
This website is going to display all the information I need to figure out where & when to surf (around Massachusetts) without clicking
AdventOfCode
This is my code for doing the https://adventofcode.com/ 2021 challenge.
cpython
The Python programming language
financial-modeling
repo containing some code used to model financial data
forage-lyft-starter-repo
Lyft starter repo
multilayer-perceptron
This was a project I did as a Machine Learning Student at Cornell where I had to implement a neural network from scratch using NumPy. The MLP jupyter notebook file is where my code can be seen.
nextjs-dashboard
Following this tutorial: https://nextjs.org/learn/dashboard-app
poseNet-models
This repository has NN models that will detect exercise poses.
python-functions
This repo as of now mainly consists of a function `find_table_names_from_sql_file()` that will output the names of tables in an .sql file, assuming there are no syntax errors in that file. If .sql file is empty, it will return an empty list.
pythonBackendModelAPI
This is a back end for a web app using flask that will make it easy to run AI models on a webpage
textalysis.io-Chrome-Extension
this is a chrome extension I made that analyzes highlighted text in the browser on the click of a button, calling my text analysis classifier end point. I have encountered many hurtles getting this project working, but I am happy that it finally works. I am planning on improving it soon.
Topic-Modeling-with-Word-Embeddings
This notebook is a place to try out topic modeling and classification. I trained Word Embeddings with Word2Vec and used an ensemble of Random Forests Classifiers to classify the data. The reason it was necessary to use several Random Forest Classifiers is because the data set has multi label data, that samples may have more than one label. The dataset I am using is of research paper titles and abstracts and they fall into one or more of 5 categories: 'Computer Science', 'Physics', 'Mathematics', 'Statistics', 'Quantitative Biology', or 'Quantitative Finance'.