├── .github └── workflows │ ├── docker-image.yml │ └── python-publish.yml ├── .gitignore ├── README.md ├── models ├── 1.lstm.py ├── 2.gru.py ├── 3.cnn.py └── 4.transformer.py ├── output ├── diff_test.png ├── diff_training.png └── snp 500 logo.png └── requirements.txt /.github/workflows/docker-image.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/.github/workflows/docker-image.yml -------------------------------------------------------------------------------- /.github/workflows/python-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/.github/workflows/python-publish.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/README.md -------------------------------------------------------------------------------- /models/1.lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/models/1.lstm.py -------------------------------------------------------------------------------- /models/2.gru.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/models/2.gru.py -------------------------------------------------------------------------------- /models/3.cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/models/3.cnn.py -------------------------------------------------------------------------------- /models/4.transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/models/4.transformer.py -------------------------------------------------------------------------------- /output/diff_test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/output/diff_test.png -------------------------------------------------------------------------------- /output/diff_training.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/output/diff_training.png -------------------------------------------------------------------------------- /output/snp 500 logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mltrev23/snp500_stock_prediction/HEAD/output/snp 500 logo.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | yfinance 2 | pandas 3 | keras 4 | ta 5 | tensorflow 6 | numpy --------------------------------------------------------------------------------