< Back

Because of my own categorization habits, the practice set is not displayed in the left-bar file system.
(D:\User15406\Acaleph\conda_envs\portal_env) PS D:\User15406\All\FilePathForLearning\AI> jupyter lab, d2l(3.9)
Below is the practice set of PyTorch.

Tensor operations (reference guidance)

createcreate-by-randomcreate-by-logical-judgmentcreate-by-clone

element-wise-operations(same shapes)broadcasting-mechanism(different shapes)

visit--new-assignment--change-to-other-objects

concatenate

tensor-base

Linear Algebra basics (reference guidance)

ScalarVectorMatrixTensor

Basics-of-tensor-algorithms

Dimensional-Reduction

Dot-ProductMatrix-Vector-ProductMatrix-Matrix-Multiplication

Norm

Calculus (reference guidance)

Derivative-and-DifferentialPartial-derivatives---Gradient

Automatic-Differentiation