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Hi there, I am Tobias. I like the fundamental concepts of Deep Learning and aim at consolidating my knowledge in this field through my blog and programming projects.

Tobias's Projects

edugrad icon edugrad

Understanding neural network libraries and the automatic gradient computations (autograd) in the backward pass

hypermodern-screening icon hypermodern-screening

Tools for efficient global sensitivity analyses for models with correlated input parameters.

micrograd icon micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml-refs icon ml-refs

Useful open source references for studying ML

psa-prizes icon psa-prizes

Web scraping and analysis tools for prize data on PSA-graded trading cards.

reverse-accpp icon reverse-accpp

Minimal Reverse-Mode Differentiation Engine Implemented in C++

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

trackformer icon trackformer

Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]

uvadlc_notebooks icon uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

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