In the old version of Assignment 2 I considered charges in the input matrix which was wrong, now I corrected the error and here is the corrected version.Assignment02_resubmission
Hi, Guys, here is my assignment 2 completed.
Thanks a lot man, will do
Here is work from assignment2.
A post was merged into an existing topic: Share your work : June 22 - June 28
Hey, turns out I failed the assignment as my submission link was wrong. Anyways thanks for the help. I followed your advice and was able to get my val_loss down to 3314. Thanks a lot for the suggestion. Here is my notebook for your reference.
Any more tips and suggestions and greatly appreciated.
Sharing my work on 2nd assignment here.
I received a fail grade for this assignment.
After reading some posts, I fixed the input cols with the charge value. But, I’m a stuck about the loss value; It seems that the val_loss is high (I turn around 6-7k). I tried to change the loss function (smooth_loss, l1_loss) and try different hyperparameters (learning rate, batch_size, epochs) but the result is nearly the same.
Any advice(s) to reduce it ?
Thanks in advance,
I also got a fail grade. I couldnt find the reason for failure.
I have trained a bit more and made the loss around 4.3k
My assignment 2: https://jovian.ml/josequintini/02-insurance-linear-regression
Had some problems in the previous one which i couldn’t figure out. Maybe because i didnot posted here, but also going through the assignment once again did help alot.
here you can have a look at it
validation loss =5546
My improved assignment 2:
if you train with learning rate 1 for 5000 epochs your can get loss of 400.
my improved assignment notebook
Thank you Federico for your feedback, I have made changes to the notebook.
Now the loss value is stable around 4322.3989, and predictions are still quite accurate.
My assignment, improved
Previously, I made some mistake, so I got to know that, Now its perfect.
hope u guys checkout my solution.
My corrected link to assignment 2 https://jovian.ml/sindhuja-jakkula/02-insurance-linear-regression
Short simple explanations.
Hello guys its my updated 2nd assignment. With a loss of 50.0173