PyPred
PyPred is a machine learning-based trading investment strategy that predicts stock trends to inform buy/sell decisions, maximizing profits.
Created on 10th May 2023
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PyPred
PyPred is a machine learning-based trading investment strategy that predicts stock trends to inform buy/sell decisions, maximizing profits.
The problem PyPred solves
#Stock price prediction for next day based on previous data using Linear regression and depiction using Matplotlib
#Introducing investment strategies for beginners who are not familiar with stock trading.
#Helping amateurs in stock market using indicators like Relative Strength Index(RSI), Exponential Moving Average(EMA) and Candlestick Model based on real time data.
Challenges we ran into
#Encountered bugs during ML model training and development.
#Faced difficulty in fetching Real-Time stock data and plotting which was later resolved using yfin and matplotlib respectively.
#Conflicting versions of dependencies during hosting with streamlit
Technologies used
Discussion
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