pasquale caterino

nvm

hi, i was experimenting with tensorflow probability and i made a simple multilayer perceptron with 3 hidden layers alternated to 3 dropout layers and a final distributional layer that model...

Confusion on the algorithm used by DenseVariational

2

Hi, i am learning probabilistic deep learning with tensorflow probability. i was able to fit my data by following the tutorial https://www.tensorflow.org/probability/examples/Probabilistic_Layers_Regression but there is 1 information that i did...

I saw you implemented the Swish function. As an exercise i implemented the APTx activation https://arxiv.org/abs/2209.06119 , which seems to be a variant of the new mish function that requires...

Hi, this is my first pull request, i hope i am not doing anything wrong. I do not know if you are interested but I have tried to implement the...

i think the issue is caused by the fact that conformalprediction.jl support the Random Package from version 1.7 to 1.10, while laplacereduct only support v 1.9 and 1.10. if we...

rounding the predicted mean up to the order of the most significative digit of the variance

7

as mentioned in msteams, i think we could round the variance to the first 1or 2 significative digits. we can introduce this change either in the .predict() function or directly...

Add a function to compute the average calibration in utils.jl

2

i would like to try to add a function that plot the average level of calibration in utils.jl. the function is defined in https://arxiv.org/pdf/1807.00263

Hi, i am trying to implement the support to conformalized bayes to conformalprediction.jl. By following your article [A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification](https://arxiv.org/pdf/2107.07511), I succeeded in...