{ "info": { "author": "Freqtrade Team", "author_email": "berlinguyinca@gmail.com", "bugtrack_url": null, "classifiers": [ "Intended Audience :: Science/Research", "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", "Programming Language :: Python :: 3.6", "Topic :: Office/Business :: Financial :: Investment" ], "description": "# Technical\n\nThis is a collection of technical indicators collected or developed for freqtrade as well as utilities such as timeframe resampling.\n\n## What does it do for you\n\nWe basically provide you with easy to use indicators, collected from all over github and custom methods. Over time we plan to provide a simple API wrapper\naround TA-Lib, PyTi and others, as we find them. So you have one place, to find 100s of indicators.\n\n### Custom indicators\n\n1. Consensus - an indicator which is based on a consensus model, across several indicators\nyou can easily customize these. It is based on the [tradinvg view](https://www.tradingview.com/symbols/BTCUSD/technicals/)\nbuy/sell graph. - MovingAverage Consensus - Oscillator Consensus - Summary Consensus\n\n2. [vfi](https://www.tradingview.com/script/MhlDpfdS-Volume-Flow-Indicator-LazyBear/)\n3. [mmar](https://www.tradingview.com/script/1JKqmEKy-Madrid-Moving-Average-Ribbon/)\n4. [madrid_sqz](https://www.tradingview.com/script/9bUUSzM3-Madrid-Trend-Squeeze/)\n5. [stc](https://www.investoorpedia.com/articles/forex/10/schaff-trend-cycle-indicator.asp)\n6. [ichimoku cloud](http://stockcharts.com/school/doku.php?id=chart_school:trading_strategies:ichimoku_cloud)\n7. volume weighted moving average\n8. laguerre\n9. [vpci](https://www.tradingview.com/script/lmTqKOsa-Indicator-Volume-Price-Confirmation-Indicator-VPCI/)\n10. [trendlines](https://en.wikipedia.org/wiki/Trend_line_(technical_analysis)), 2 different algorithms to calculate trendlines\n11. fibonacci retracements\n12. pivots points\n\n### Utilities\n\n1. resample - easily resample your dataframe to a larger interval\n2. merge - merge your resampled dataframe into your original dataframe, so you can build triggers on more than 1 interval!\n\n### Wrapped Indicators\n\nThe following indicators are available and have been 'wrapped' to be used on a dataframe with the standard open/close/high/low/volume columns:\n\n1. [cmf](https://www.tradingview.com/wiki/Chaikin_Money_Flow_(CMF)) - chaikow money flow, requires dataframe and period\n2. [accumulation_distribtuion](https://www.investopedia.com/terms/a/accumulationdistribution.asp) - requires a dataframe\n3. osc - requires a dataframe and the periods\n4. [aroon](https://www.investopedia.com/terms/a/aroon.asp) - dataframe, period, field\n5. [atr](https://www.investopedia.com/terms/a/atr.asp) - dataframe, period, field\n6. [atr_percent](https://www.investopedia.com/terms/a/atr.asp) - dataframe, period, field\n7. [bollinger_bands](https://www.investopedia.com/terms/b/bollingerbands.asp) - dataframe, period, stdv, field, prefix\n8. [cmo](https://www.investopedia.com/terms/c/chandemomentumoscillator.asp) - dataframe, period, field\n9. [cci](https://www.investopedia.com/terms/c/commoditychannelindex.asp) - dataframe, period\n10. williams percent\n11. momentum oscilator\n12. hull moving average\n13. ultimate oscillator\n14. sma\n15. ema\n16. tema\n\n\nWe will try to add more and more wrappers as we get to it, but please be patient or help out with PR's! It's super easy, but also super boring work.\n\n### Usage\n\nto use the library, please install it with pip\n\n```bash\npip install technical\n```\n\nTo get the latest version, install directly from github:\n\n```bash\npip install git+https://github.com/freqtrade/technical\n```\n\nand than import the required packages\n\n```python\nfrom technical.indicators import accumulation_distribution, ...\nfrom technical.util import resample_to_interval, resampled_merge\n```\n\n### Contributions\n\nWe will happily add your custom indicators to this repo!\nJust clone this repository and implement your favorite indicator to use with freqtrade.\n\nhave fun!\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/freqtrade/technical", "keywords": "", "license": "GPLv3", "maintainer": "", "maintainer_email": "", "name": "technical", "package_url": "https://pypi.org/project/technical/", "platform": "", "project_url": "https://pypi.org/project/technical/", "project_urls": { "Homepage": "https://github.com/freqtrade/technical" }, "release_url": "https://pypi.org/project/technical/1.0.2.dev1/", "requires_dist": [ "TA-Lib", "pyti", "pandas", "arrow", "SQLAlchemy" ], "requires_python": "", "summary": "Technical Indicators for financial analysis", "version": "1.0.2.dev1" }, "last_serial": 5931718, "releases": { "1.0.2.dev0": [ { "comment_text": "", "digests": { "md5": "c199ae51902036f9043b0bc262aa0c71", "sha256": "8edff194709d8503495a631fa5b87a7c5c449d39bc5b5ea5f0982fdf137ee9ae" }, "downloads": -1, "filename": "technical-1.0.2.dev0-py3-none-any.whl", "has_sig": false, "md5_digest": "c199ae51902036f9043b0bc262aa0c71", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 44213, "upload_time": "2019-10-05T11:01:06", "url": "https://files.pythonhosted.org/packages/88/e6/657594d493fad91d33b498331aa8e35db6957b545e37fbca1de48371dc7b/technical-1.0.2.dev0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "813b6af9e5585ef28bada86d841c3b3b", "sha256": "39b51ee1c54c49bdc91c89d2d17a43a3cb96226b4dcda865d3525d594b45df15" }, "downloads": -1, "filename": "technical-1.0.2.dev0.tar.gz", "has_sig": false, "md5_digest": "813b6af9e5585ef28bada86d841c3b3b", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 27865, "upload_time": "2019-10-05T11:01:10", "url": "https://files.pythonhosted.org/packages/2a/aa/7098e34020229671655d4b564a3f6958dc45755f923e4f2b10d896c0c26b/technical-1.0.2.dev0.tar.gz" } ], "1.0.2.dev1": [ { "comment_text": "", "digests": { "md5": "b39d42640a11b59fae90611203d7e26e", "sha256": "7cd1e16f78178ce27aa089089962e9e33e5b7970f5857a0de98ab1fdd4ea6b86" }, "downloads": -1, "filename": "technical-1.0.2.dev1-py3-none-any.whl", "has_sig": false, "md5_digest": "b39d42640a11b59fae90611203d7e26e", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 44247, "upload_time": "2019-10-05T11:04:14", "url": "https://files.pythonhosted.org/packages/b8/d6/1e59b929679238dbfa235a8d4668c95a04d8431ca2465cb94b740cc74c92/technical-1.0.2.dev1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "f29b28922e6ebff4942319bcfbe604c4", "sha256": "808c83c4eeeaf86aa69060a1a15e6f4da700495e9ae26665b56b5a75735a8929" }, "downloads": -1, "filename": "technical-1.0.2.dev1.tar.gz", "has_sig": false, "md5_digest": "f29b28922e6ebff4942319bcfbe604c4", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 27931, "upload_time": "2019-10-05T11:04:16", "url": "https://files.pythonhosted.org/packages/16/7f/a7f7828475e3a54c3927414f59784b23784fd2eb0208ba0b1eb51e129e95/technical-1.0.2.dev1.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "b39d42640a11b59fae90611203d7e26e", "sha256": "7cd1e16f78178ce27aa089089962e9e33e5b7970f5857a0de98ab1fdd4ea6b86" }, "downloads": -1, "filename": "technical-1.0.2.dev1-py3-none-any.whl", "has_sig": false, "md5_digest": "b39d42640a11b59fae90611203d7e26e", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 44247, "upload_time": "2019-10-05T11:04:14", "url": "https://files.pythonhosted.org/packages/b8/d6/1e59b929679238dbfa235a8d4668c95a04d8431ca2465cb94b740cc74c92/technical-1.0.2.dev1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "f29b28922e6ebff4942319bcfbe604c4", "sha256": "808c83c4eeeaf86aa69060a1a15e6f4da700495e9ae26665b56b5a75735a8929" }, "downloads": -1, "filename": "technical-1.0.2.dev1.tar.gz", "has_sig": false, "md5_digest": "f29b28922e6ebff4942319bcfbe604c4", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 27931, "upload_time": "2019-10-05T11:04:16", "url": "https://files.pythonhosted.org/packages/16/7f/a7f7828475e3a54c3927414f59784b23784fd2eb0208ba0b1eb51e129e95/technical-1.0.2.dev1.tar.gz" } ] }