Shreya549 / Stonks

Stock Analysis using a Time Series Prediction Model

Stock Prediction

Analysis of the Stocks for the past 20 years and Prediction

Tech Stack 🤓

Matplotlib

Seaborn

Instructions to run

$ git clone https://github.com/Shreya549/fictional-giggle
$ start Jupyter notebook
$ open Stock_Market_Analysis.ipynb
$ run the kernel
$ open Prediction.ipynb
$ run the kernel
$ open Comparison.ipynb
$ run the kernel

Stocks under Analysis 📊

Models used

• LSTM
• FB Prophet
• ARIMAX
• LightGBM

License

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With ❤️ by Shreya Chatterjee