SVM-Stock-Prediction

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SVM-Stock-Prediction

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Support Vector Machine Stock Market Prediction

SVM-Stock-Prediction 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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# SVM Stock Prediction

Support Vector Machine Stock Market Prediction

![alt text](https://cdn-images-1.medium.com/max/1600/1*Ftns0ebfUHJDdpWt3Wvp-Q.png)

For further information on SVM models you can read this great post by Savan Patel on medium.com.
The Link to learn more: https://medium.com/machine-learning-101/chapter-2-svm-support-vector-machine-theory-f0812effc72

Stocks are believed by some to have patterns that can be identified with machine learning that repeat over time when fit to a vector. I used a support vector to forecast Stock adjusted close prices in the future for an emerging market

I used a stock named ISCTR.IS in BIST 100.
The data I used was pulled from Yahoo Finance

Any stock in a similar data formatting can be used to replace the stock used in the demo

here's a link to yahoo finance if you want to download the data: https://finance.yahoo.com/quote/ISCTR.IS?p=ISCTR.IS&.tsrc=fin-srch

## STEPS
- [x] Import dependencies
- [x] Load Training Features Data
- [x] Turn data into a pandas data frame and Display
- [x] Replace the strings in thal column with corresponding numbers
- [x] Turn features into numpy arrays  
- [x] Check shape
- [x] Split the model 
- [x] Build the Model
- [x] Compile
- [x] Fit and train
- [x] Let's Evaluate Our Model with the loss function and accuracy

## Dependensies 
- [ ] Numpy
- [ ] Matplotlib(IF YOU WANT TO display trends, I put a # on them to help with processing speed)
- [ ] Scikit Learn
- [ ] Keras
- [ ] Tensorflow
- [ ] Math
- [ ] Pandas

SVM-Stock-Prediction

SVM-Stock-Prediction 최신버젼 다운로드

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