Joel Bengs's repositories
FQ-ViT
[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
efficientvit
EfficientViT is a new family of vision models for efficient high-resolution vision.
Tidal-Media-Downloader
Download 'TIDAL' Music On Windows/Linux/MacOs (PYTHON/C#)
joelbengs
My profile page
MLOps-sandbox
A sandbox for ML pipeline setup, part of thesis work.
road_sign_detection_on_arduino_with_tensorflow
[distributed ML] Building a distributed ML model for road sign detection on several arduinos. Challenges include limited memory, limited computing power and limited energy. Final project in the course in ML for IoT.
distributed_machine_learning_with_keras
Labs in the course EITP40 Machine Learning for Internet of Things
optimization_for_learning_with_pytorch
[Optimization algorithms] Study of the Proximal Gradient Method, Stochastic Gradient Descent method and Adam optimizer
neural_networks_with_tensorflow
[Neural networks] with TensorFlow, Pandas & Numpy
gauss_newton_optimization
[Optimization Algorithms] Implementation of Nonlinear least square curve fitting using the Gauss-Newton method and Armijio’s line search.
excel_application
[Code Patterns & Application Design] A spreadsheet application that mimics the functionality of Microsoft's Excel.
primitive_computer
[Code Patterns] - Simple computer, with internal memory and the power to execute the seven basic commands.
CodePatterns
Exercises in Object-oriented Modelling and Design, EDAF60, Lund University, Fall 2023.
TheGoldDigger
[Personal Project] - A web scraper originally built to scrape the buy and sell forum on Klocksnack.se, and later expanded to more watch forums
SQL-companalytics
SQL Project in CPSC304 Relational Databases, University of British Columbia.
spotify_application
[Web] A discography website built on Spotify's API using Angular, TypeScript & the Redux framework NgRx
world_happines_modeling
[Data Analysis] Linear and Logistic regression with data collection, Lund University - Project 2 in the course FMSN40.
FMSN40project2
Project 2 in the course FMSN40 Linear and Logistic regression with data collection, Lund University
FMSN40Project1
Project 1 in the course FMSN40 Linear and Logisitc regression with data collection
SudokuSolver
Recursive sudoku solver with GUI
joeys_junkyard_application
[Web] A React website for a car dealership. Built as a case in web development, and to practice implementation of a relational database.
EDAN10-SCM-GIT
Project repo in Software Configuration Management
FMSN40LinLogLabs
Labs in the course FMSN40 Linear and Logistic regression, Lund University
edaa001-lab6
Labortation 6 i kursen EDAA001, LTH sommar 2021
edaa001-lab5
Labortation 5 i kursen EDAA001, LTH sommar 2021
edaa001-lab4
Labortation 4 i kursen EDAA001, LTH sommar 2021
edaa001-lab3
Labortation 3 i kursen EDAA001, LTH sommar 2021
edaa001-lab1
Labortation 1 i kursen EDAA001, LTH sommar 2021
edaa001-lab2
Labortation 3 i kursen EDAA001, LTH sommar 2021