Precision, recall, sensitivity, specificity

Source :wikipedia

 

Binary classification

 

Binary classification. 

Tesla event.json

 

What does the event.json file look like in Tesla recorded videos? Every recorded video folder comes with a json info file. 

{

"timestamp":"2021-06-04T22:21:14",

"city":"Hayward",

"est_lat":"37.6941",

"est_lon":"-122.049",

"reason":"user_interaction_dashcam_icon_tapped",

"camera":"0"

}

Recursion Basics

 

Recursion basics explained [public]

https://ml.learn-to-code.co/skillView.html?skill=8Ig1lb5hJLfV1l3MIKcN

GAN

 

Uniqtech Guide to GAN, illustrated. See the companion flash card:

Generative adversarial networks (GANs) [definition, basics]

https://ml.learn-to-code.co/skillView.html?skill=sC2ED3p7jDTyTY89g4nS

Tesla

 

Metrics scikit-learn metrics functions screenshot

 

DALL·E 2 OpenAI

 

activation functions

 Source wikipedia. 

--

https://en.wikipedia.org/wiki/Activation_function

AWS XGBoost

 

Confusion Matrix, Classification Metrics

 

NLP

 

NLP components. 

Pytorch state_dict

 

pytorch state_dict

Pytorch torchvision model size

 

Infinite Series, Math Series, Numbers Series

 

Eye of Horus Square

 

wikipedia

Model Cheat Sheet

 

Continuous Bag of Words, skip-gram

 Source : Efficient Estimation of Word Representations in Vector Space

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