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GitHub / OliverJoo / AI_Stocktrading_Reinforcementlearning
AI Stock Trading System by Reinforcement Learning and Natural Language Processing
Stars: 6
Forks: 1
Open Issues: 0
License: None
Language: Python
Repo Size: 44.9 KB
Dependencies:
55
Created: over 1 year ago
Updated: about 1 month ago
Last pushed: over 1 year ago
Last synced: about 1 month ago
Topics: cnn, dnn, lstm, mysql, python, reinforcement-learning, scrapy-spider, sentiment-analysis, snscrape, stock-market, stock-trading
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Readme
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Dependencies
requirements.txt
pypi
- Keras-Preprocessing ==1.1.2
- PyMySQL ==1.0.2
- PyYAML ==6.0
- SQLAlchemy ==1.4.41
- Scrapy ==2.6.2
- bs4 ==0.0.1
- fake-useragent ==1.1.0
- finance-datareader ==0.9.50
- gensim ==4.2.0
- graphviz ==0.20.1
- joblib ==1.2.0
- keras ==2.7.0
- konlpy ==0.6.0
- kss ==3.6.4
- lightgbm ==3.3.3
- lxml ==4.8.0
- matplotlib ==3.2.2
- matplotlib-inline ==0.1.3
- mplfinance ==0.12.9b0
- mysqlclient ==2.1.1
- nltk ==3.7
- numpy ==1.23.4
- pandas ==1.4.1
- pandas-datareader ==0.10.0
- prophet ==1.1.1
- pydot ==1.4.2
- pykrx ==1.0.33
- pystan ==2.19.1.1
- python-mecab-kor ==1.2.3
- regex ==2022.10.31
- requests ==2.27.1
- requests-file ==1.5.1
- requests-oauthlib ==1.3.1
- scikit-learn ==1.0.2
- scipy ==1.8.0
- scrapy-fake-useragent ==1.4.4
- seaborn ==0.11.2
- selenium ==4.4.3
- spacy ==3.4.2
- spacy-legacy ==3.0.10
- spacy-loggers ==1.0.3
- tensorboard ==2.10.1
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.1
- tensorflow ==2.7.2
- tensorflow-addons ==0.18.0
- tensorflow-estimator ==2.7.0
- tensorflow-gpu ==2.10.1
- tensorflow-io-gcs-filesystem ==0.27.0
- tokenizers ==0.13.2
- tqdm ==4.64.0
- transformers ==4.24.0
- wordcloud ==1.8.2.2
- xgboost ==1.6.2
- yfinance ==0.1.70