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GitHub / ashishpapanai / stockDL
A financial deep learning library for stocks price prediction and comparison with traditional investment strategies. The Library is based on LSTM-Neural Networks and Conv1D + LSTM Neural Networks. Investments are subject to market risks, The AUTHOR HOLDS NO RESPONSIBILITY for any financial loss.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpapanai%2FstockDL
Stars: 27
Forks: 12
Open Issues: 1
License: other
Language: Python
Repo Size: 46.9 MB
Dependencies:
71
Created: over 3 years ago
Updated: about 2 months ago
Last pushed: over 2 years ago
Last synced: 17 days ago
Topics: deep-learning, finace, financial-analysis, lstm, pip, pip-package, python3, stocks, stocks-api, stocks-predictor
Files
Dependencies
- Babel ==2.9.1
- Jinja2 ==3.0.1
- Keras-Preprocessing ==1.1.2
- Markdown ==3.3.4
- MarkupSafe ==2.0.1
- Pillow ==8.3.1
- Pygments ==2.10.0
- Sphinx ==4.1.2
- Werkzeug ==2.0.1
- absl-py ==0.13.0
- alabaster ==0.7.12
- astunparse ==1.6.3
- cachetools ==4.2.2
- certifi ==2021.5.30
- charset-normalizer ==2.0.4
- clang ==5.0
- colorama ==0.4.4
- cycler ==0.10.0
- docutils ==0.17.1
- flatbuffers ==1.12
- gast ==0.4.0
- google-auth ==1.35.0
- google-auth-oauthlib ==0.4.5
- google-pasta ==0.2.0
- grpcio ==1.39.0
- h5py ==3.1.0
- idna ==3.2
- imagesize ==1.2.0
- insipid-sphinx-theme ==0.2.7
- joblib ==1.0.1
- keras ==2.6.0
- kiwisolver ==1.3.2
- lxml ==4.6.3
- matplotlib ==3.4.3
- multitasking ==0.0.9
- numpy ==1.19.5
- oauthlib ==3.1.1
- opt-einsum ==3.3.0
- packaging ==21.0
- pandas ==1.3.2
- protobuf ==3.17.3
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pyparsing ==2.4.7
- python-dateutil ==2.8.2
- pytz ==2021.1
- requests ==2.26.0
- requests-oauthlib ==1.3.0
- rsa ==4.7.2
- scikit-learn ==0.24.2
- scipy ==1.7.1
- six ==1.15.0
- snowballstemmer ==2.1.0
- sphinxcontrib-applehelp ==1.0.2
- sphinxcontrib-devhelp ==1.0.2
- sphinxcontrib-htmlhelp ==2.0.0
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.3
- sphinxcontrib-serializinghtml ==1.1.5
- tensorboard ==2.6.0
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.0
- tensorflow ==2.6.0
- tensorflow-estimator ==2.6.0
- termcolor ==1.1.0
- threadpoolctl ==2.2.0
- typing-extensions ==3.7.4.3
- urllib3 ==1.26.6
- wrapt ==1.12.1
- yfinance ==0.1.63