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Rohan Paul Profile picture
Rohan Paul
@rohanpaul_ai
🌍 Compiling in real-time, the race towards AGI. 🗞️ Don't miss my daily top 1% AI analysis newsletter directly to your inbox 👉 https://t.co/6LBxO8215l

May 28, 2022, 6 tweets

Kullback-Leibler (KL) Divergence - A Thread

It is a measure of how one probability distribution diverges from another expected probability distribution.

#DataScience #Statistics #DeepLearning #ComputerVision #100DaysOfMLCode #Python #programming #ArtificialIntelligence #Data

#DataScience #Statistics #DeepLearning #ComputerVision #100DaysOfMLCode #Python #programming #ArtificialIntelligence #Data #DataAnalytics #pythoncode #AI #MachineLearning #NeuralNetworks

#DataScience #Statistics #DeepLearning #ComputerVision #100DaysOfMLCode #Python #programming #ArtificialIntelligence #Data #DataAnalytics #pythoncode #AI #MachineLearning #NeuralNetworks

KL Divergence has its origins in information theory. The primary goal of information theory is to quantify how much information is in data. The most important metric in information theory is called Entropy

#DataScience #Statistics #DeepLearning #ComputerVision #100DaysOfMLCode

#DataScience #Statistics #DeepLearning #ComputerVision #100DaysOfMLCode #Python #programming #ArtificialIntelligence #Data #DataAnalytics #pythoncode #AI #MachineLearning #NeuralNetworks

Mathematical Expression of KL Divergence

#DataScience #Statistics #DeepLearning #ComputerVision #100DaysOfMLCode #Python #programming #ArtificialIntelligence #Data #DataAnalytics #pythoncode #AI #MachineLearning #NeuralNetworks

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