TensorGym Exercises - Comprehensive Machine Learning Practice

Warmup: Tensor addition

Tensor broadcasting

Tensor flattening

Drop Column with the most zeros

Tensor Reshaping and Transposition

Sum of Every Second Row

Row with Highest Mean

Find the Top Scoring Student

Normalize Scores and Count High Achievers per Subject

Compute Variance Manually

Implement Softmax Function

Simple MLP Forward Pass

Implement Attention Mechanism

Implement Batch Normalization

Implementing Custom ReLU Activation Function

Implement K-means Clustering

k-Nearest Neighbors (k-NN) Classification

Implement Mean Squared Error Loss

Implement LoRA in a Linear Layer

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