Implement new DL Algorithms

[HemanthSai7]

Some of the most common DL Algorithms are listed below. Feel free to suggest other algorithms, not on the list. and we'll update it.

Name

• Artificial Neural Network
• Adaline Neural Network
• Multilayer Perceptron
• Convolutional neural networks
• Cross Entropy Loss
• Stochastic gradient descent
• Adam Optimizer
• RMS Prop
• Recurrent Neural Networks
• Vision Transformers
• Transformers
• Word embeddings
• LSTM

Packages used
List all the packages and versions used.

Brief explanation
Provide a neat README file in the directory. There are two existing algorithms in the repository, please follow a similar folder structure and document your code with proper markdown syntax/comments.

[Shreyashmohadikar]

I would like to contribute by adding implementation of CNN from scratch
Please assign the issue to me
Thank you

[HemanthSai7]

Hey @Shreyashmohadikar,
Thank you for your interest in ScratchAI. Assigning this issue to you. Feel free to reach out if you have any queries. Once you are done with the implementation make a PR.

[Vice777]

Hi,
I would like to contribute by adding implementation of Multilayer Perceptron from scratch
Please assign the issue to me
Thank you

[mayureshagashe2105]

Hey @Vice777 ,
Thank you for your interest in ScratchAI. Assigning this issue to you. Feel free to reach out if you have any queries. Once you are done with the implementation make a PR.

[ag-yash]

I would like to contribute by adding ANN from scratch. Please assign this issue to me. I am a Hacktoberfest Contributor :)

[mayureshagashe2105]

Hey @ag-yash,
Thank you for your interest in ScratchAI. Assigning this issue to you. Feel free to reach out if you have any queries. Once you are done with the implementation make a PR.

[anju-chhetri]

I would like to contribute by implementing Stochastic gradient descent.
Please assign the issue to me.
Thank you

[mayureshagashe2105]

Hey @anju-chhetri ,
Thank you for your interest in ScratchAI. Assigning this issue to you. Feel free to reach out if you have any queries. Once you are done with the implementation make a PR.

[prajwal-144]

Hey, I would like to contribute by working on LSTMs. Please assign the issue to me. Thank you.

[HemanthSai7]

Hey @prajwal-144 ,
Assigning this issue to you. Feel free to reach out if you have any queries. Once you are done with the implementation make a PR.

[r-o-n-i-t]

I would like to contribute by adding the implementation of Adam Optimizer from scratch
Please assign the issue to me
Thank you
@mayureshagashe2105
@HemanthSai7

[mayureshagashe2105]

@r-o-n-i-t , Sure go ahead. Assigning it to you!

[HemanthSai7]

@mayureshagashe2105 I'll work on Adaline neural network.

[mayureshagashe2105]

@HemanthSai7 go ahead!

[HemanthSai7]

Hola contributors,
Since tomorrow is the last day of HacktoberFest, if anyone still wants to create a PR and make it count as a valid PR in Hacktober you are most welcome.🚀Happy open source!
Thanks.

[cybergeekgyan]

I would like to work on Image Recognition using Deep Learning based Transfer learning and Vision Transformers(ViT).
Can you add me to the assignee @HemanthSai7

[mayureshagashe2105]

@cybergeekgyan , feel free to open a PR once you are done with the implementations. Thank you.