IoannisTr commited on
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8ef28a7
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1 Parent(s): bffda90

Delete main.py

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  1. main.py +0 -91
main.py DELETED
@@ -1,91 +0,0 @@
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- from stocks import *
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- from functions import *
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- from datetime import datetime
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- import streamlit as st
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-
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- st.set_page_config(layout="wide")
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-
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- st.title("Tech Stocks Trading Assistant")
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-
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- left_column, right_column = st.columns(2)
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-
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- with left_column:
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-
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- all_tickers = {
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- "Apple":"AAPL",
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- "Microsoft":"MSFT",
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- "Nvidia":"NVDA",
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- "Paypal":"PYPL",
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- "Amazon":"AMZN",
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- "Spotify":"SPOT",
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- "Twitter":"TWTR",
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- "AirBnB":"ABNB",
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- "Uber":"UBER",
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- "Google":"GOOG"
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- }
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-
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- st.subheader("Technical Analysis Methods")
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- option_name = st.selectbox('Choose a stock:', all_tickers.keys())
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- option_ticker = all_tickers[option_name]
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- execution_timestamp = datetime.now()
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- 'You selected: ', option_name, "(",option_ticker,")"
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- 'Last execution:', execution_timestamp
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-
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- s = Stock_Data()
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- t = s.Ticker(tick=option_ticker)
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-
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- m = Models()
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-
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- with st.spinner('Loading stock data...'):
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-
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- technical_analysis_methods_outputs = {
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- 'Technical Analysis Method': [
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- 'Bollinger Bands (20 days & 2 stand. deviations)',
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- 'Bollinger Bands (10 days & 1.5 stand. deviations)',
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- 'Bollinger Bands (50 days & 3 stand. deviations)',
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- 'Moving Average Convergence Divergence (MACD)'
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- ],
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- 'Outlook': [
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- m.bollinger_bands_20d_2std(t),
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- m.bollinger_bands_10d_1point5std(t),
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- m.bollinger_bands_50d_3std(t),
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- m.MACD(t)
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- ],
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- 'Timeframe of Method': [
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- "Medium-term",
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- "Short-term",
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- "Long-term",
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- "Short-term"
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- ]
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- }
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-
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- df = pd.DataFrame(technical_analysis_methods_outputs)
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-
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-
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- def color_survived(val):
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- color = ""
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- if (val=="Sell" or val=="Downtrend and sell signal" or val=="Downtrend and no signal"):
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- color="#EE3B3B"
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- elif (val=="Buy" or val=="Uptrend and buy signal" or val=="Uptrend and no signal"):
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- color="#3D9140"
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- else:
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- color="#CD950C"
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- return f'background-color: {color}'
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-
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-
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- st.table(df.sort_values(['Timeframe of Method'], ascending=False).
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- reset_index(drop=True).style.applymap(color_survived, subset=['Outlook']))
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-
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- with right_column:
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-
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- st.subheader("FinBERT-based Sentiment Analysis")
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-
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- with st.spinner("Connecting with www.marketwatch.com..."):
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- st.plotly_chart(m.finbert_headlines_sentiment(t)["fig"])
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- "Current sentiment:", m.finbert_headlines_sentiment(t)["current_sentiment"], "%"
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-
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- st.subheader("LSTM-based 7-day stock price prediction model")
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-
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- with st.spinner("Compiling LSTM model.."):
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- st.plotly_chart(m.LSTM_7_days_price_predictor(t))
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-