vinija/AI-Coding

AI algorithms

AI-Code Repository 👩🏽‍💻

• This repository will contain some of the most frequently used algorithms for AI.
• Feel free to help this space grow by contributing!

Machine Learning Algorithms 🤖

• Scaled Dot Product Attention from 'Attention Is All You Need' by Vaswani et al.
• K-means clustering
• KNN
• Gradient Descent
• Cross Entropy loss
• Contrastive Loss
• Dropout

Metrics 📈

• Precision and Recall
• AUC - ROC Curve
• Intersection Over Union
• Multi-class Precision, Recall F1

Architecture 🗼

• ConvNet

Related to ML 📓

• Dot product of two sparse vectors
• Find local minima in an array
• Does Matrix have equal diagonals
• Print medians of matrix in sliding window
• Serialize Sparse Matrix
• Missing Data in DataSet