Deep Learning: Architectures and Methods

Recent Changes 2022-11-07 dlam: convert gaussian.pdf to dark 2022-10-18 Dark mode (re) (#15) 2022-09-20 some fixes for DLAM (#16) 2021-11-08 Fix DLAM summary. 2021-11-08 Unified figure generation. 2021-08-02 DLAM: Finished chapter “Probabilistic Graphical Models”. 2021-08-02 DLAM: Finished chapter “Generative Models”. 2021-08-01 DLAM: Finished chapter “Attention and Transformers”. 2021-08-01 DLAM: Finished chapter “Natural Language Processing”. 2021-07-31 DLAM: Finished chapter “Recurrent Neural Networks”. 2021-07-31 DLAM: Finished chapter “COnvolutional Neural Networks” and “Computer Vision Tasks”....

July 20, 2021 · Fabian Damken

Data Mining und Maschinelles Lernen

Recent Changes 2023-07-15 dmml: fix typo 2022-10-18 Dark mode (re) (#15) 2022-10-18 Fixed Adaboost Formula and FNR/TNR / Added to FMSE and Infman summaries (#14) 2022-08-09 Update content.tex (#11) 2022-07-24 Ein paar Grammatikfehler/Rechtschreibfehler verbessert und Links erneuert (#9) 2021-11-08 Unified figure generation. 2021-07-28 DMML: Fixed typo. 2021-07-26 Use Entropy instead of Gini-Index. 2021-07-26 DMML: Finished chapter “Tiefed Lernen und Faltende Neuronale Netzwerke”. 2021-07-25 Fixed Gini index. 2021-07-25 Implemented ID3 with Gini and Entropy....

July 16, 2021 · Fabian Damken