Magnus Pierrau's repositories
DD2380_Artificial_Intelligence
Labs and project from the course DD2380 Artificial Intelligence at KTH fall 2019.
DD2424_Deep_Learning_Lab3
K-layer Neural Network from scratch to classify CIFAR-10 imgs
DD2424_Lab4_RNN
RNN for predicting text from Harry Potter and The Goblet of Fire
DD2430_Project_Course_in_Data_Science
Summary and digital appendix for DD2430 Project at KTH Royal Institute of Technology
E-learning
E-learning project for using Canvas
RubiksCube
My simple CLI-implementation of a 3x3 Rubiks cube in Python. Just for fun.
SF2568_Parallel_Computations_Project
Project on Bitonic Sort algorithm in KTH Course: SF2568 Parallel Computations for Large-Scale Problems
temperature-scaling-tensorflow
On Calibration of Modern Neural Networks - tensorflow implementation
temperature_scaling
A simple way to calibrate your neural network.
EuroPython2022
Notes from some talks at EuroPython 2022
DD2420_Probabilistical_Graphical_Models
Various tutorials/assignments from the KTH course DD2420 Probablistical Graphical Models
john
John the Ripper jumbo - advanced offline password cracker, which supports hundreds of hash and cipher types, and runs on many operating systems, CPUs, GPUs, and even some FPGAs
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.