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Pytorch — all 18 problems
Collection of questions designed to improve your pytorch knowledge
Basic Ops
Create Tensor from List
Easy
Tensor Shape and Attributes
Easy
Initialize Special Tensors
Easy
Tensor Slicing and Indexing
Medium
Matrix Multiplication and Element-wise Operations
Medium
Datasets
Create TensorDataset
Easy
Access Dataset Sample
Easy
Create a DataLoader
Easy
Custom Dataset Class
Medium
Iterate Through DataLoader
Medium
Modeling
Create a Simple Neural Network Class
Easy
Use nn.Flatten Layer
Easy
Build with nn.Sequential
Easy
Apply Softmax for Predictions
Easy
Count Model Parameters
Medium
Transforms
Apply ToTensor Transform
Easy
Create Lambda Transform
Medium
Compose Multiple Transforms
Medium
