Introduction
Projects
1.
student-project-01_group-GraphOfWiki_00_Introduction
1.1.
01_DataLoading_redirectsTable
1.2.
02_DataLoading_pagesTable
1.3.
03_DataLoading_pagelinksTable
1.4.
04_DataLoading_categorylinksTable
1.5.
05_DataLoading_categoryTable
1.6.
06_redirectRemoval
1.7.
07_createArticleGraph
1.8.
08_explorationArticleGraph
1.9.
09_fullGraphAnalysis
1.10.
10_explorativeMotifs
1.11.
11_conclusionDiscussionAndFutureWork
1.12.
12_gameNotebookSetup
1.13.
13_gameNotebook
2.
student-project-02_group-DDLOfVision_00_vqa_introduction
2.1.
01_vqa_model_training
2.2.
02_vqa_model_inference
3.
student-project-03_group-WikiKG2_00_ingest_data
3.1.
01_fetch_descriptions
3.2.
02_load_data
3.3.
03_data_exploration
3.4.
04_analysing_relation_types
3.5.
05_motif_search
3.6.
06_produce_pagerank_vectors
3.7.
07_pagerank_for_classification
4.
student-project-04_group-FedMLMedicalApp_00_Notebook_Presentation
4.1.
01_BrainTumorSegmentation_Centralized_Training
4.2.
02_Federated_Learning_BrainTumorSegmentation
4.3.
data_upload_test
5.
student-project-05_group-DistOpt_00_introduction
5.1.
01_Bayesian_optimization
5.2.
02_Gaussian_processes
5.3.
03_acquisition_functions
5.4.
04_scalable_Bayesian_optimization
5.5.
05_implementation_documentation
5.6.
06_our_implementation
5.7.
07_additional_code
6.
student-project-07_group-ExpsZerOInit_00_introduction_resnet
6.1.
01_transformer
6.2.
02_ddpm
7.
student-project-08_group-WikiSearch_00_Introduction
7.1.
01_InputParsing
7.2.
02_PageRank
7.3.
03_QuerySearch
8.
student-project-09_group-DistEnsembles_00_Introduction
8.1.
01_Human_Pose_Data
8.2.
02_Ensemble_Training
8.3.
03_Ensemble_Evaluation
8.4.
099_extra_Ensemble
9.
student-project-10_group-RDI_00_introduction
9.1.
01_prepare_data
9.2.
02_baseline
9.3.
03_single_machine
9.4.
04_distributed_learning
10.
student-project-11_group-CollaborativeFiltering_01_Introduction
10.1.
02_AlgorithmsBeyondALS
10.2.
03_Implementation
11.
student-project-12_group-FedLearnOpt_01_Federated_Learning_Introduction
11.1.
02_Horovod_Introduction
11.2.
03_Implementations
12.
student-project-13_group-DRL_00_DistributedRL
13.
student-project-14_group-EarthObs_00_Introduction
13.1.
01_Download_data
13.2.
02_Image_preprocessing
13.3.
03_Model_Architecture_and_Training
13.4.
04_Prediction_And_Visualisation
13.5.
05_Conclusions
14.
student-projects-BrIntSuSvConclusion_BrIntSuSv
15.
Editors
Light (default)
Rust
Coal
Navy
Ayu
sds-3.x/ScaDaMaLe
Editors
Here is a list of the editors who have helped improve this book
Raazesh Sainudiin
Kristoffer Torp
Oskar Åsbrink
Tilo Wiklund
Dan Lilja