Stock Price Prediction [GSSOC'23]

The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.

MIT License

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Stock Price Prediction [GSSOC'23] #104

Open Volcano-Dragon opened 1 year ago

Volcano-Dragon commented 1 year ago

💥 Proposal

Machine learning models can learn the pattern of stock price and how it is changing with time and based on this learning it can predict the value of a stock.

I will use different types of RNN models because, in this algorithm, previous data (output) is required. For that, RNN is required to be more specific. LSMT is perfect for these predictions.

Dataset: https://finance.yahoo.com/quote/TTM/history?p=TTM (Tata-Motors link)

khusheekapoor commented 1 year ago

@Volcano-Dragon - you can go ahead! We are assigning you 21 days for this project, after which it will be assigned to someone else if not completed. All the best! Name the file as: algorithm_dataset.ipynb and link it in the readme of the labeled directory as algorithm - dataset.