AI/ML Code Lab

Softmax Function

Cosine Similarity

Cross-Entropy Loss

Sigmoid & Derivative

ReLU & Leaky ReLU

Precision@K

Jaccard Similarity

Temperature Scaling

Tokenize Text

Layer Normalization

Top-K Indices

Perplexity

TF-IDF Score

Levenshtein Distance

Gradient Descent Step

Positional Encoding

Batch Normalization

KNN Classifier

Scaled Dot-Product Attention

Numerically Stable Softmax

F1 Score

Mean Squared Error

L2 Normalization

KL Divergence

Recall@K

Moving Average

Nucleus (Top-p) Sampling

Transformer Feed-Forward Layer

Exponential Moving Average

NDCG (Normalized DCG)

Mean, Median, Mode

Standard Deviation

Confusion Matrix

One-Hot Encoding

Gradient Clipping

ROUGE-1 Score

Mean Reciprocal Rank

Attention Scaling

Sliding Window Maximum

Exponential Decay LR Schedule