ScratchAI Implement new DL Algorithms

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.

Oct 02 '22 10:10 HemanthSai7

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

Oct 04 '22 09:10 Shreyashmohadikar

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.

Oct 04 '22 09:10 HemanthSai7

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

Oct 04 '22 10:10 Vice777

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.

Oct 04 '22 10:10 mayureshagashe2105

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

Oct 04 '22 15:10 ag-yash

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.

Oct 04 '22 15:10 mayureshagashe2105

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

Oct 04 '22 18:10 anju-chhetri

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.

Oct 04 '22 18:10 mayureshagashe2105

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

Oct 05 '22 14:10 prajwal-144

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.

Oct 05 '22 14:10 HemanthSai7

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

Oct 14 '22 09:10 r-o-n-i-t

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

Oct 14 '22 10:10 mayureshagashe2105

@mayureshagashe2105 I'll work on Adaline neural network.

Oct 14 '22 14:10 HemanthSai7

@HemanthSai7 go ahead!

Oct 14 '22 18:10 mayureshagashe2105

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.

Oct 30 '22 16:10 HemanthSai7

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

Dec 27 '22 19:12 cybergeekgyan

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

Dec 28 '22 08:12 mayureshagashe2105