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GitHub / thadanipaarth / Anomaly-Detection-S-and-P-500
Built an LSTM Autoencoder to detect sudden price change in S&P 500 Index.
Stars: 0
Forks: 0
Open Issues: 12
License: None
Language: Jupyter Notebook
Repo Size: 2.51 MB
Dependencies:
110
Created: almost 4 years ago
Updated: about 3 years ago
Last pushed: over 1 year ago
Last synced: over 1 year ago
Topics: lstm, time-series-analysis
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Dependencies
requirements.txt
pypi
- Jinja2 ==2.11.3
- Keras ==2.4.3
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.2
- Markdown ==3.3.4
- MarkupSafe ==1.1.1
- Pillow ==8.1.2
- PyYAML ==5.4.1
- Pygments ==2.8.0
- QtPy ==1.9.0
- Send2Trash ==1.5.0
- Werkzeug ==1.0.1
- absl-py ==0.11.0
- argon2-cffi ==20.1.0
- astor ==0.8.1
- astunparse ==1.6.3
- async-generator ==1.10
- attrs ==20.3.0
- backcall ==0.2.0
- bleach ==3.3.0
- cached-property ==1.5.2
- cachetools ==4.2.1
- certifi ==2020.12.5
- cffi ==1.14.5
- chardet ==4.0.0
- colorama ==0.4.4
- cycler ==0.10.0
- decorator ==4.4.2
- defusedxml ==0.7.0
- entrypoints ==0.3
- gast ==0.3.3
- google-auth ==1.27.1
- google-auth-oauthlib ==0.4.3
- google-pasta ==0.2.0
- grpcio ==1.36.1
- h5py ==2.10.0
- idna ==2.10
- importlib-metadata ==3.7.0
- ipykernel ==5.5.0
- ipython ==7.16.1
- ipython-genutils ==0.2.0
- ipywidgets ==7.6.3
- jedi ==0.18.0
- joblib ==1.0.1
- jsonschema ==3.2.0
- jupyter ==1.0.0
- jupyter-client ==6.1.11
- jupyter-console ==6.2.0
- jupyter-core ==4.7.1
- jupyterlab-pygments ==0.1.2
- jupyterlab-widgets ==1.0.0
- kaleido ==0.2.1
- kiwisolver ==1.3.1
- matplotlib ==3.3.4
- mistune ==0.8.4
- nbclient ==0.5.3
- nbconvert ==6.0.7
- nbformat ==5.1.2
- nest-asyncio ==1.5.1
- notebook ==6.2.0
- numpy ==1.18.5
- oauthlib ==3.1.0
- opt-einsum ==3.3.0
- packaging ==20.9
- pandas ==1.1.5
- pandocfilters ==1.4.3
- parso ==0.8.1
- pickleshare ==0.7.5
- plotly ==4.14.3
- prometheus-client ==0.9.0
- prompt-toolkit ==3.0.16
- protobuf ==3.15.5
- psutil ==5.8.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pycparser ==2.20
- pyparsing ==2.4.7
- pyrsistent ==0.17.3
- python-dateutil ==2.8.1
- pytz ==2021.1
- pywin32 ==300
- pywinpty ==0.5.7
- pyzmq ==22.0.3
- qtconsole ==5.0.2
- requests ==2.25.1
- requests-oauthlib ==1.3.0
- retrying ==1.3.3
- rsa ==4.7.2
- scikit-learn ==0.24.1
- scipy ==1.5.4
- seaborn ==0.11.1
- six ==1.15.0
- sklearn ==0.0
- tensorboard ==2.4.1
- tensorboard-plugin-wit ==1.8.0
- tensorflow ==2.3.1
- tensorflow-estimator ==2.3.0
- termcolor ==1.1.0
- terminado ==0.9.2
- testpath ==0.4.4
- threadpoolctl ==2.1.0
- tornado ==6.1
- traitlets ==4.3.3
- typing-extensions ==3.7.4.3
- urllib3 ==1.26.3
- wcwidth ==0.2.5
- webencodings ==0.5.1
- widgetsnbextension ==3.5.1
- wrapt ==1.12.1
- zipp ==3.4.1