Project 8

PROJECT 1-(7) ๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™” ํ•˜๊ธฐ, ๊ทธ๋ž˜ํ”„ ๋””์ž์ธํ•˜๊ธฐ

๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™”ํ•˜๊ธฐ matplotlib ์•ˆ์— ํ•œ๊ธ€์„ ๋„ฃ๊ณ ์‹ถ๋‹ค๋ฉด ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ฝ”๋“œ๋ฅผ ์ž…๋ ฅํ•˜๋ฉด ๋ฉ๋‹ˆ๋‹ค#๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™”ํ•˜๊ธฐimport platformimport matplotlib.pyplot as pltfrom matplotlib import font_manager, rcplt.rcParams['axes.unicode_minus'] = Falseif platform.system() == 'Linux': rc('font', family='NanumGothic')def run_compare() : #๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™”ํ•˜๊ธฐ plt.rcParams['axes.unicode_minus'] = False if platform.system() == 'Linux': rc('font', family..

Project 2024.05.09

PROJECT 1-(6) SelectBox(์…€๋ ‰ํŠธ๋ฐ•์Šค) ํ™œ์šฉํ•˜๊ธฐ

์‚ฌ์šฉํ•ด์•ผ ํ•˜๋Š” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ์ž„ํฌํŠธํ•ฉ๋‹ˆ๋‹คfrom PIL import Image #ํŒŒ์ด์ฌ ์ด๋ฏธ์ง€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ PILimport streamlit as stimport pandas as pdimport numpy as np   ๋ฐ์ดํ„ฐ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ์‚ฌ์šฉํ•  ๋ฐ์ดํ„ฐ๋ฅผ ๋ถˆ๋Ÿฌ์˜ต๋‹ˆ๋‹ค.๋ฐ์ดํ„ฐ๋Š” ์ฃผํ”ผํ„ฐ๋…ธํŠธ๋ถ์—์„œ 2024/4/29์ž๋กœ ๊ตญ๋‚ด ETF ๋ฐ์ดํ„ฐ๋ฅผ ๋ถˆ๋Ÿฌ์™”์Šต๋‹ˆ๋‹ค์‚ฌ์šฉํ•œ ๋ฐ์ดํ„ฐ๋Š” ์•„๋ž˜์™€ ๊ฐ™์Šต๋‹ˆ๋‹ค   col1, col2, col3 = st.columns([1, 2.5, 1]) # ํ™”๋ฉด์„ ๊ฐ€์šด๋ฐ ์ •๋ ฌํ•˜๊ธฐ ์œ„ํ•จ์ด๋‹ค with col2 : # 1. ๋ฐ์ดํ„ฐ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ etf_list = pd.read_csv('./KRETF.csv') # 2. ์ „์ฒด ์„ค๋ช…ํ•˜๊ธฐ ..

Project 2024.05.09

PROJECT 1-(5) prophet(ํ”„๋กœํŽซ)์„ ์‚ฌ์šฉํ•˜์—ฌ ๋ฏธ๋ž˜ 1๋…„์น˜ ์ฃผ๊ฐ€ ์˜ˆ์ธกํ•˜๋Š” ๋ชจ๋ธ ๋งŒ๋“ค๊ธฐ

์ž„ํฌํŠธํ•˜๊ธฐimport FinanceDataReader as fdrimport matplotlib.pyplot as pltimport pandas as pdimport numpy as npfrom prophet import Prophetimport streamlit as st  1. FinanceDataReader๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์—์„œ ์‹ค์‹œ๊ฐ„ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถˆ๋Ÿฌ์˜ต๋‹ˆ๋‹คdef run_predict() : col1, col2, col3 = st.columns([1, 2.5, 1]) # ํ™”๋ฉด์„ ๊ฐ€์šด๋ฐ ์ •๋ ฌํ•˜๊ธฐ ์œ„ํ•จ์ด๋‹ค. with col2 : df = fdr.StockListing("KRX") df.reset_index(inplace=True, drop=Tru..

Project 2024.05.09

PROJECT 1-(4) ๋ฌธ์ž๋ฅผ ์ž…๋ ฅ ๋ฐ›์•„ ํฌํ•จ๋˜๋Š” ๋ฌธ์ž๊ฐ€ ์žˆ๋Š” ํ–‰ ์ถœ๋ ฅํ•˜๊ธฐ

์ž„ํฌํŠธํ•œ๋‹ค.import streamlit as stimport pandas as pdfrom PIL import Image # ํŒŒ์ด์ฌ ์ด๋ฏธ์ง€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ PILimport FinanceDataReader as fdr #์‚ฌ์šฉํ•  ์ฃผ์‹๋ฐ์ดํ„ฐ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์ด๋‹ค.  ๊ตญ๋‚ด ์ฃผ์‹๋ฐ์ดํ„ฐ๋ฅผ ๋ถˆ๋Ÿฌ์™€์„œ, df์— ์ €์žฅํ•œ๋‹ค.df = fdr.StockListing("KRX")    ํ™”๋ฉด ์ „์ฒด์˜ ๊ฐ€์šด๋ฐ ์ •๋ ฌ์„ ์œ„ํ•ด col2์— ์ฝ”๋“œ๋ฅผ ์งฐ๋‹ค. ์ „์ฒด๋ฐ์ดํ„ฐ ๋ณด๊ธฐ๋Š” st.button()์„ ์‚ฌ์šฉํ•˜์˜€๋‹ค. def run_view() : col1, col2, col3 = st.columns([1, 2.5, 1]) # ํ™”๋ฉด์˜ ๊ฐ€์šด๋ฐ ์ •๋ ฌ์„ ์œ„ํ•ด ์‚ฌ์šฉํ•จ with col2 : st.title('โ… . ์ฃผ์‹์ •๋ณด ๋ณด๊ธฐ..

Project 2024.05.08

PROJECT 1-(3) ํ™”๋ฉด 2๋ถ„ํ• ๋กœ ๋‚˜๋ˆ„์–ด ํ‘œํ˜„ & ํ•˜์ดํผ๋งํฌ ํ‘œ์‹œํ•˜๊ธฐ

๋‹ค์Œ๊ณผ ๊ฐ™์€ ํ™”๋ฉด์„ ํ‘œํ˜„ํ•˜๊ณ ์ž ํ•œ๋‹ค.     ํ•„์š”ํ•œ ์ž„ํฌํŠธ๋ฅผ ํ•ด์ฃผ๊ณ ,import streamlit as stfrom PIL import Image #ํŒŒ์ด์ฌ ์ด๋ฏธ์ง€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ PIL   ํ•˜์ดํผ๋งํฌ ํ‘œ์‹œํ•˜๊ธฐ st.markdown("[ํ‘œํ˜„ํ• ๋ฌธ๊ตฌ](์ฃผ์†Œ)") ํ•˜๋ฉด, ์ฃผ์†Œ๋ฅผ ๋ฐ”๋กœ ํด๋ฆญํ•˜์—ฌ ์ด๋™ํ•˜๊ฒŒ ํ•  ์ˆ˜ ์žˆ๋‹ค.    ํ™”๋ฉด 2๋ถ„ํ•  ํ•˜๊ธฐcol1, col2 = st.columns([์™ผ์ชฝ๊ตฌ์—ญ ๋„“์ด๋น„์œจ,์˜ค๋ฅธ์ชฝ๊ตฌ์—ญ ๋„“์ด ๋น„์œจ]) with col1 :      col1์— ๋“ค์–ด๊ฐˆ ๋‚ด์šฉ with col2 :      col2์— ๋“ค์–ด๊ฐˆ ๋‚ด์šฉ ์ด๋ ‡๊ฒŒ ์ž‘์„ฑํ•˜๋ฉด 2๋ถ„ํ•  ํ‘œ์‹œ๊ฐ€ ๊ฐ€๋Šฅํ•˜๋‹ค. def run_home() : # ํ™”๋ฉด์„ 2๋ถ„ํ•  ํ•˜์—ฌ ์Šคํฌ๋กค์„ ๋‚ด๋ฆฌ์ง€ ์•Š๊ณ  ํ•จ๊ป˜ ์ถœ๋ ฅํ•˜๊ฒŒ ํ•  ๊ฒƒ์ด๋‹ค col1, col2= st.col..

Project 2024.05.08

PROJECT 1-(2) ์‚ฌ์ด๋“œ๋ฐ” ๋””์ž์ธ, ๋ฉ”๋‰ด ๋ˆ„๋ฅด๋ฉด ํŽ˜์ด์ง€ ์ด๋™ํ•˜๊ฒŒ ํ•˜๊ธฐ

app.py ํ•˜๋‚˜๋ฅผ ๊ตฌ๋™ํ•˜๋ฉด ํ•จ์ˆ˜๋กœ app_ home, app_ view, app_ predict, app_ compare์ด ๊ตฌ๋™๋˜๊ฒŒ ํ•  ๊ฒƒ์ด๋ฏ€๋กœ๋จผ์ €, ํ•จ์ˆ˜๋“ค์„ ์ž„ํฌํŠธํ•œ๋‹คimport streamlit as stfrom app_home import run_home from app_predict import run_predict from app_view import run_viewfrom app_compare import run_comparefrom streamlit_option_menu import option_menu   ๋ณด์ด๋Š” ํŽ˜์ด์ง€ ๋ ˆ์ด์•„์›ƒ์„ ๋„“๊ฒŒ, ์‚ฌ์ด๋“œ๋ฐ”๋„ ๋„“๊ฒŒ ์กฐ์ •ํ•˜์˜€๋‹คst.set_page_config(layout="wide", initial_sidebar_state="expanded..

Project 2024.05.08

PROJECT 1-(1) ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ๋‹ค์šด ๋ฐ›๊ธฐ, config.toml ์„ค์ •ํ•˜๊ธฐ

๊ฐ€์ƒํ™˜๊ฒฝ์— ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ๋‹ค์šด๋ฐ›๊ธฐ ๊ฐ€์ƒํ™˜๊ฒฝ ์„ค์ •ํ•˜๊ณ  ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ๋‹ค์šด๋ฐ›๊ธฐ (๊ฐ€์ƒํ™˜๊ฒฝ ์ด๋ฆ„์€ project_310์œผ๋กœ ํ•˜์˜€๋‹ค)conda create -n project_310 python=3.10 openssl numpy scipy matplotlib ipython scikit-learn pandas pillow jupyter seaborn  ๊ฐ€์ƒํ™˜๊ฒฝ ์‹คํ–‰ํ•˜๊ธฐconda activate project_310  ์ŠคํŠธ๋ฆผ๋ฆฟ ์„ค์น˜pip install streamlit  ์ฃผ์‹ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜pip install -U finance-datareader  ํ”„๋กœํŽซ ์„ค์น˜ (์ฃผ์‹๊ฐ€๊ฒฉ ์˜ˆ์ธกํ•  ๋•Œ ์‚ฌ์šฉํ•จ)pip install prophet  FinanceDataReade.chart.plot()๋Š” plotly์— ์˜์กด์„ฑ์ด ์žˆ์œผ๋ฏ€๋กœplot..

Project 2024.05.08

PROJECT 1 Predicting-Stock-of-Korea ์ฃผ๊ฐ€ ์˜ˆ์ธกํ•˜๊ธฐ [VIEW]

๊นƒํ—ˆ๋ธŒ๋กœ ๋ณด๊ธฐ https://github.com/yujin2505/Predicting-Stock-of-Korea GitHub - yujin2505/Predicting-Stock-of-KoreaContribute to yujin2505/Predicting-Stock-of-Korea development by creating an account on GitHub.github.com      gif๋กœ ๋ณด๊ธฐ   " target="_blank" rel="noopener" data-mce-href="http://">http://       " target="_blank" rel="noopener" data-mce-href="http://">http://      " target="_blank" rel="..

Project 2024.05.08