Reproduced Papers.org: Openly Teaching and Structuring Machine Learning Reproducibility -- Reproducibility: Evaluating the Evaluations -- torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation -- Spatio-Temporal Convolutional Autoencoders for Perimeter Intrusion Detection -- Creating Emotion Recognition Algorithms Based on a Convolutional Neural Network for Sentiment Analysis -- Tree Defect Segmentation Using Geometric Features and CNN -- Pith Estimation on Tree Log End Images -- Structure and Concept of the Benchmark for Vesselness Filters with Focus on Reproducibilty and Future Evaluations -- A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes -- On the Implementation of Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation -- Reproducibility Aspects of Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack Detectors -- Reproducing the Sparse Huffman Address Map Compression for Deep Nural Networks -- Implementation of Genetic Pseudo Rehearsal.