The basic Enigma design has a number of weaknesses that were exploited by the Allied codebreakers of Bletchley Park During WWII. Here are some examples: A letter can never be encoded into itself One of the key properties of the Enigma design is the fact that a letter can never be encoded...
There are several implementations inexamples: EnigmaIOT Node: Basic node with deep sleep function. Sensor data is mocked up in example and sent using CayenneLPP encoding, you only need to replace it with your sensor reading code. Expected duration with 2 AA type batteries is more than one yea...
The code for Average Treatment Effect (ATE) estimation, represented by ate_est = np.mean(model.predict(X_do_1) - model.predict(X_do_0)), calculates the mean difference in predicted outcomes between the scenarios where the new study technique is applied (X_do_1) and where it is not ap...
Experiments on multiple image translation tasks with unlabeled data show considerable performance gain of DualGAN over a single GAN. For some tasks, DualGAN can even achieve comparable or slightly better results than conditional GAN trained on fully labeled data. [Paper] [Code] Run Example $ cd ...
The translation of brain imaging from bench to the bedside has been hindered by the low sensitivity and specificity of between-group differences, by clinical heterogeneity and limited generalizability of findings from relatively small samples. The problem of low sensitivity and specificity may be overcom...
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