Tobias's Projects
Solutions to the C++ Exercises of the Parallel Programming Course in HWS21/22
Understanding neural network libraries and the automatic gradient computations (autograd) in the backward pass
Tools for efficient global sensitivity analyses for models with correlated input parameters.
Multi-camera Multi-object Tracking with Transformer
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Useful open source references for studying ML
Web scraping and analysis tools for prize data on PSA-graded trading cards.
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
Minimal Reverse-Mode Differentiation Engine Implemented in C++
If tinygrad wasn't small enough for you...
You like pytorch? You like micrograd? You love tinygrad! ❤️
A beautiful, simple, clean, and responsive Jekyll theme for academics
Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]
Summaries of courses in the AI Master programme at UvA
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022