Data Mining und Maschinelles Lernen von Fabian Damken (deutsch)

Recent Changes 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. 2021-07-25 Added possibility to use other metrics. 2021-07-25 Implemented K-Means. 2021-07-25 DMML: Finished chapter “Data Mining: Apriori und PageRank”. 2021-07-25 DMML: Finished chapter “Clustering”. 2021-07-24 Fixed document language setting. 2021-07-24 DMML: Finished chapter “Probabilistische Graphische Modelle und Stützvektormethode”....

Fabian Damken

Deep Learning: Architectures and Methods by Fabian Damken (english)

Recent Changes 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”. 2021-07-30 DLAM: Finished chapter “Training Neural Networks”. 2021-07-28 DLAM: Finished chapter “Backpropagation”. 2021-07-28 DLAM: Finished chapter “Optimization”....

Fabian Damken