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Optional Task (Lucas): early stopping & LR decay

CGCG taskCG task

optionalOptional task to doOptional task to do

Status: Open.

#39 In jdemidova/deep-learning-mpw;

· jdemidova opened on Apr 21, 2026

·  

CG done

Optional Tasks (Iuliia): 2nd order model & normalization

CGCG taskCG task

optionalOptional task to doOptional task to do

Status: Open.

#38 In jdemidova/deep-learning-mpw;

· jdemidova opened on Apr 21, 2026

·  

CG done

Task 5 in Notebook

CGCG taskCG task

mandatoryMandatory task to doMandatory task to do

Status: Open.

#37 In jdemidova/deep-learning-mpw;

· jdemidova opened on Apr 21, 2026

·  

CG done

Task 4 in Notebook

CGCG taskCG task

mandatoryMandatory task to doMandatory task to do

Status: Open.

#36 In jdemidova/deep-learning-mpw;

· jdemidova opened on Apr 21, 2026

·  

CG done

CG Task (Root issue)

CGCG taskCG task

mandatoryMandatory task to doMandatory task to do

Status: Open.

#35 In jdemidova/deep-learning-mpw;

· jdemidova opened on Apr 21, 2026

·  

CG done

Tasks 1-3 in Notebook

CGCG taskCG task

mandatoryMandatory task to doMandatory task to do

Status: Open.

#34 In jdemidova/deep-learning-mpw;

· jdemidova opened on Apr 21, 2026

·  

CG done

Grad-CAM - WandB logging

CNNCNN taskCNN task

optionalOptional task to doOptional task to do

Status: Open.

#32 In jdemidova/deep-learning-mpw;

· jdemidova opened on Apr 6, 2026

·  

CNN done

Optional 2.3: Transfer Learning

CNNCNN taskCNN task

optionalOptional task to doOptional task to do

Status: Open.

#20 In jdemidova/deep-learning-mpw;

· jdemidova opened on Mar 20, 2026

·  

CNN done

Optional 2.2: Hyperparameters search frameworks

CNNCNN taskCNN task

optionalOptional task to doOptional task to do

Status: Open.

#19 In jdemidova/deep-learning-mpw;

· jdemidova opened on Mar 20, 2026

·  

CNN done

Optional 1.2: Advanced architectures

CNNCNN taskCNN task

optionalOptional task to doOptional task to do

Status: Open.

#17 In jdemidova/deep-learning-mpw;

· jdemidova opened on Mar 20, 2026

·  

CNN done

Advanced architectures - intro

CNNCNN taskCNN task

Status: Open.

#12 In jdemidova/deep-learning-mpw;

· jdemidova opened on Mar 20, 2026

·  

CNN done

Swimlane Flowchart for tasks

CNNCNN taskCNN task

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#11 In jdemidova/deep-learning-mpw;

· jdemidova opened on Mar 20, 2026

·  

CNN done