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        "description": "---\ntitle: jhTAlib\nauthor: Joost Hoeks\ndate: 2020-12-28\n---\n\n# jhTAlib\nTechnical Analysis Library Time-Series\n\nYou can use and import it for your:\n\n- Technical Analysis Software\n\n- Charting Software\n\n- Backtest Software\n\n- Trading Robot Software\n\n- Trading Software in general\n\nWork in progress...\n\n---\n\n## Depends only on\n\n- [The Python Standard Library](https://docs.python.org/3/library/index.html)\n\n---\n\n## Install\nFrom [PyPI](https://pypi.org/project/jhTAlib/):\n\n```bash\n$ [sudo] pip3 install jhtalib\n```\n\nFrom [source](https://github.com/joosthoeks/jhTAlib) - [source mirror 1](https://gitlab.com/joosthoeks/jhtalib) - [source mirror 2](https://bitbucket.org/joosthoeks/jhtalib):\n\n```bash\n$ git clone https://github.com/joosthoeks/jhTAlib.git\n$ cd jhTAlib\n$ [sudo] pip3 install -e .\n```\n\n---\n\n## Update\nFrom [PyPI](https://pypi.org/project/jhTAlib/):\n\n```bash\n$ [sudo] pip3 install --upgrade jhtalib\n```\n\nFrom [source](https://github.com/joosthoeks/jhTAlib) - [source mirror 1](https://gitlab.com/joosthoeks/jhtalib) - [source mirror 2](https://bitbucket.org/joosthoeks/jhtalib):\n\n```bash\n$ cd jhTAlib\n$ git pull [upstream master]\n```\n\n---\n\n## In Docker\nFrom [DockerHub](https://hub.docker.com/r/joosthoeks/jhtalib):\n\n```bash\n$ docker pull joosthoeks/jhtalib\n$ docker run -it joosthoeks/jhtalib /bin/bash\n/usr/src/app# python3\n>>> import jhtalib as jhta\n```\n\nFrom [source](https://github.com/joosthoeks/jhTAlib) - [source mirror 1](https://gitlab.com/joosthoeks/jhtalib) - [source mirror 2](https://bitbucket.org/joosthoeks/jhtalib):\n\n```bash\n$ git clone https://github.com/joosthoeks/jhTAlib.git\n$ cd jhTAlib\n$ docker build -f Dockerfile -t jhtalib .\n$ docker run -it jhtalib /bin/bash\n/usr/src/app# python3\n>>> import jhtalib as jhta\n```\n\n---\n\n## In Colab\nFrom [PyPI](https://pypi.org/project/jhTAlib/):\n\n```bash\n!pip install --upgrade jhtalib\nimport jhtalib as jhta\n```\n\nFrom [source](https://github.com/joosthoeks/jhTAlib) - [source mirror 1](https://gitlab.com/joosthoeks/jhtalib) - [source mirror 2](https://bitbucket.org/joosthoeks/jhtalib):\n\n```bash\n!git clone [-b branch-name] https://github.com/joosthoeks/jhTAlib.git\n%cd '/content/jhTAlib'\nimport jhtalib as jhta\n%cd '/content'\n!rm -rf ./jhTAlib/\n```\n\n---\n\n## Basic Usage\n\n```python\n\"\"\"\"\"\"\n# Import Built-Ins:\nfrom pprint import pprint as pp\n\n# Import Third-Party:\n\n# Import Homebrew:\nimport jhtalib as jhta\n\n\n# df is DataFeed:\ndf = {\n    'datetime': ('20151217', '20151218', '20151221', '20151222', '20151223', '20151224', '20151228', '20151229', '20151230', '20151231'),\n    'Open': (235.8, 232.3, 234.1, 232.2, 232.7, 235.4, 236.9, 234.85, 236.45, 235.0),\n    'High': (238.05, 236.9, 237.3, 232.4, 235.2, 236.15, 236.9, 237.6, 238.3, 237.25),\n    'Low': (234.55, 230.6, 230.2, 226.8, 231.5, 233.85, 233.05, 234.6, 234.55, 234.4),\n    'Close': (234.6, 233.6, 230.2, 230.05, 234.15, 236.15, 233.25, 237.6, 235.75, 234.4),\n    'Volume': (448294, 629039, 292528, 214170, 215545, 23548, 97574, 192908, 176839, 69347)\n     }\n\n# basic usage:\n#pp (df)\npp (jhta.SMA(df, 10))\n#pp (jhta.BBANDS(df, 10))\n```\n\n---\n\n## Reference\n\n```python\n$ python3\n>>> import jhtalib as jhta\n>>> dir(jhta)\n>>> help(jhta)\n>>> help(jhta.behavioral_techniques)\n>>> help(jhta.candlestick)\n>>> help(jhta.cycle_indicators)\n>>> help(jhta.data)\n>>> help(jhta.event_driven)\n>>> help(jhta.experimental)\n>>> help(jhta.general)\n>>> help(jhta.information)\n>>> help(jhta.math_functions)\n>>> help(jhta.momentum_indicators)\n>>> help(jhta.overlap_studies)\n>>> help(jhta.pattern_recognition)\n>>> help(jhta.price_transform)\n>>> help(jhta.statistic_functions)\n>>> help(jhta.uncategorised)\n>>> help(jhta.volatility_indicators)\n>>> help(jhta.volume_indicators)\n>>> quit()\n```\n\n---\n\n## Check Installation\n\n```python\n$ python3\n>>> import jhtalib as jhta\n>>> jhta.example()\n```\n\nIf not errors then installation is correct.\n\n```python\n>>> quit()\n```\n\n---\n\n## Donation and Funding\n\n- [https://github.com/joosthoeks/jhTAlib/stargazers](https://github.com/joosthoeks/jhTAlib/stargazers)\n\n---\n\n\n\n",
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