Foreign Exchange (Forex) Rate Prediction

[amishhaa]

I am interested to create a model to forecast currency exchange rates between different countries based on factors like interest rates, inflation, trade balances, political stability.
I request to be assigned this with appropriate GSSOC tags

[merciajeno]

Hello Sir, I have worked with ML models. Can you assign me ?

[Akshat111111]

Hello Sir, I have worked with ML models. Can you assign me ?

Which model you will integrate ??

[anushka7220]

@Akshat111111 I am a GSSOC'24 contributor and i want to contribute in this issue
my approach is

1. I will be using google colab to build this.
2. I will collect forex data from API-Alpha Vantage.
3. I will preprocess the data and buils LSTM model using tensorflow.
4. And finally evalution and loading will be done.

[Akshat111111]

@Akshat111111 I am a GSSOC'24 contributor and i want to contribute in this issue my approach is

1. I will be using google colab to build this.
2. I will collect forex data from API-Alpha Vantage.
3. I will preprocess the data and buils LSTM model using tensorflow.
4. And finally evalution and loading will be done.

sure,you can start working.

[anushka7220]

@Akshat111111 I ahve made a pull request of the desired model .
https://colab.research.google.com/drive/1_JOkvQ9rMMC6ijgK6qo5g6mHB7OvOWvL#scrollTo=Zz0qhOpbN4o0- this is the google colab link on which i have made that , also I want to admit that there will be a chance that I could have done any mistake in making a pull request or something, if its there guide me I will do it accordingly!
https://github.com/anushka7220/Hedging-of-Financial-Derivatives/pull/1

[Akshat111111]

you can refer to it- https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests

[anushka7220]

@Akshat111111 thank you for sharing this doc, I have reveiwed everything . You can see the request.
#170 - pull request
https://colab.research.google.com/drive/1_JOkvQ9rMMC6ijgK6qo5g6mHB7OvOWvL#scrollTo=Zz0qhOpbN4o0 - project

[Akshat111111]

the pull request should be via github