Erik Linder-Norén

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

A Python project that rebuilds popular machine learning algorithms step by step using only NumPy, so you can see exactly how each algorithm works under the hood instead of treating a library like scikit-learn or PyTorch as a black box.

PyTorch implementations of Generative Adversarial Networks.

A collection of 30+ Python implementations of GAN research paper variants, from vanilla GAN to CycleGAN, StarGAN, and Super-Resolution GAN, each runnable with a single command, for studying or experimenting with generative AI models.

Keras implementations of Generative Adversarial Networks.

A collection of 21 Keras implementations of popular GAN research papers, including CycleGAN, Pix2Pix, and SRGAN, each in its own folder with a training command and link to the original paper.

Minimal PyTorch implementation of YOLOv3

A minimal PyTorch implementation of YOLOv3 for detecting and locating multiple objects in images in a single pass, with command-line tools for detection, custom-dataset training, and accuracy evaluation.

A tiny lib with pocket-sized implementations of machine learning models in NumPy, most of which will fit in a tweet.

Fast Neural Style Transfer in Pytorch

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

Minimal PyTorch implementation of Deep Dream

A curated list of awesome Machine Learning frameworks, libraries and software.

Personal website

Alfred - Domestic butler - IoT Experiment

No description.

Repository for the lab series in TBMI26 Neural Networks and Learning Systems. Matlab implementations of the Perceptron, MLP, Adaboost, kNN and a Q-learning example

Lightweight Python wrapper of the Google Text-To-Speech API

Leverage TensorFlow's object detection with Watson Visual Recognition

Final assignment of the course 'Python for Text Analysis'

Single Shot MultiBox Detector in TensorFlow

Application that enables composing of music using the Java library JFugue.

Lab assignments, exam questions and answers. https://www.ida.liu.se/~TDDC17/info/labs.en.shtml

Geolocation based application for iOS.

One week project in the course Mobile and Personal Information Systems at ETH Zürich. Twitter app which displays different types of tweets depending on in which "zone" the user is positioned in.

Linux version of the operating system PintOS

No description.

One week project in the course Mobile and Personal Information Systems at ETH Zürich. Prototype for event sharing application.