Machine Learning Project

#1

Cluckyistaken

Yes VLR i need help on machine learning. I tried on reddit didnt work so i try here :

I am doing LSTM and Random forest hybrid model , anyone can help me on this?

#2

sawrice

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whats the goal of the project? like youre going to be using a data set to analyse some inputs and draw conclusions etc so what are the inputs and what conclusions are you looking for?

#7

Cluckyistaken

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Yup , i am using the data set to analyse risk factors affecting stock market.

Main issue is : LSTM requires large dataset unlike Random forest + I am fetching live data from Alpha Vantage but i reached the limit of requesting data.

#9

sawrice

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if youre working on this project on behalf of like a large company or a govt job you should be getting a usable data set. Now if youre doing this on your own im not super well versed with LSTM so I couldnt help you on that. Mb gang and good luck

#10

Cluckyistaken

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college project , but appreciate the response :D

#3

Ldrago

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i mean u need to give a lil more detail

feels like a nlp project classfication?

#8

Cluckyistaken

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I am working on a market risk assessment involving a hybrid of LSTM and Random Forest. I am really struggling with the model right now , here are my struggles in the model :

LSTM requires huge historical dataset unlike Random Forest , so do I use multiple datasets or single? because I am using RF for intra/daily trade option and LSTM for long term investments

I try to extract real time data using Alpha Vantage for now , but it has limited amount to how many requests I can ask.

#11

Ldrago

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ok u can create a simple encoder decoder type model feed input date and the historical data to ur lstm model first, pass it down few cells after that u get a encoded output feed that ouput to ur random forset but u need to modify as random forset doesnt work well with numbers use regression forset or somthing like that

#12

Cluckyistaken

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okay thanks a lot dude

#4

serot

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buddy half the people here are sucking their thumbs in k12 schooling, go back to reddit if you want a real answer

#6

widepeepofrosty

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I have a boo boo, stop being mean

#5

taint

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use stack overflow