Share your work : June 15 - June 21

Share Your Work
#1

Use this thread to share your work from this week.

The best way to structure your reply is to include:

  • Name of the Project(Could be the blog title)
  • Brief Summary
  • Link to your work
  • Learnings

Read the getting started post to understand what you can post:
https://jovian.ai/forum/t/share-your-work-getting-started/7166/2

#2

Assignment 3 - Yet another corrected version of my work. I managed to finally get a good test accuracy of 54%.

Notebook: https://jovian.ai/nunoedgargub1/03-cifar10-feedforward/v/45

Blog post: https://medium.com/@nunoedgarfernandes/deep-learning-with-pytorch-zero-to-gans-assignment-3-yet-another-correction-corrected-980260b77929

#3

Hello everyone,
Here’s my_assignment and my blog. Tried my best and got 50 % accuracy :slight_smile:

#4

Hi there!
Achieved 57,95% accuracy on test dataset. The model has 3 hidden layers: 4000 -> 1000 -> 4000 nodes, activation functions: PReLU -> SELU -> PReLU.
Also in the blogpost tried models with different complexity in an endevour to predict annual income based on census data.

#5

I am a bit late in completing the assignment as I was suffering from Typhoid.
@aakashns, Thank you for increasing the deadline of the assignment!

Here is my blog.

Also, I am embedding my notebook below.

#6

Hello Jovian forum. I would like to share my final version of the assignment 3. This will be a blog post with the necessary corrections and the respective final chosen version of the notebook for the assignment:

Blog post: https://medium.com/@nunoedgarfernandes/deep-learning-with-pytorch-zero-to-gans-assignment-3-corrected-bdc7aefaa05

Notebbok: https://jovian.ai/nunoedgargub1/03-cifar10-feedforward/v/25

#7

Hello Friends…
Just WAIT WAIT…a little bit
Here is my notebook on The CIFAR10 dataset…
I have done it with a varied set of LEARNING RATES & HYPERPARAMETERS…
Achieved an ACCURACY of about 54%.
So,
Do check it out, please…
Here’s the link :

And wait…
Here’s the Link to my blog post :slight_smile:

Check it out for sure.
Waiting for your responses…
Do let me know if there’s anything.

1 Like
#8

I have submitted my 3rd Assignment today:

Pytorch link: https://jovian.ai/subhasish1977/03-cifar10-feedforward — 56.52% test accuracy
Keras link: https://jovian.ai/subhasish1977/03-cifar10-keras-linear — 53.38% test accuracy

I have used same linear model.

Link to my blog is:

Please have a look at my blog and suggest for improvement in my code.

Regards,
Subhasish

#9

Just sorted the (admittedly god awful) blogpost.

Completed assignment

Completed extension

#10

Hello everyone,

My notebook for the third assignment can be found here.

I’ve also written a blog post on hyper parameter tuning, which you may find interesting. You can find the post here.

#11

Hi everyone
Here is https://jovian.ai/cseengineersam/01-tensor-operations-ce720 my assignment and here is https://medium.com/@cseengineersam/exploring-the-pytorch-functions-c71dcd766be9 my medium blogpost.

1 Like
#12

Hello all,

Here is my exploration on some of PyTorch’s tensor functions, along with my medium blog post PyTorch vs Numpy — exploring some syntactical and behavioural differences.

1 Like
#13

Took me some time to get this up, but it’s here. My first blog post, do check it out and provide feedback :slight_smile: @aakashns