Metadata-Version: 2.1
Name: technical
Version: 1.0.2.dev1
Summary: Technical Indicators for financial analysis
Home-page: https://github.com/freqtrade/technical
Author: Freqtrade Team
Author-email: berlinguyinca@gmail.com
License: GPLv3
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.6
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Topic :: Office/Business :: Financial :: Investment
Classifier: Intended Audience :: Science/Research
Description-Content-Type: text/markdown
Requires-Dist: TA-Lib
Requires-Dist: pyti
Requires-Dist: pandas
Requires-Dist: arrow
Requires-Dist: SQLAlchemy

# Technical

This is a collection of technical indicators collected or developed for freqtrade as well as utilities such as timeframe resampling.

## What does it do for you

We 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
around TA-Lib, PyTi and others, as we find them. So you have one place, to find 100s of indicators.

### Custom indicators

1. Consensus - an indicator which is based on a consensus model, across several indicators
you can easily customize these. It is based on the [tradinvg view](https://www.tradingview.com/symbols/BTCUSD/technicals/)
buy/sell graph. - MovingAverage Consensus - Oscillator Consensus - Summary Consensus

2. [vfi](https://www.tradingview.com/script/MhlDpfdS-Volume-Flow-Indicator-LazyBear/)
3. [mmar](https://www.tradingview.com/script/1JKqmEKy-Madrid-Moving-Average-Ribbon/)
4. [madrid_sqz](https://www.tradingview.com/script/9bUUSzM3-Madrid-Trend-Squeeze/)
5. [stc](https://www.investoorpedia.com/articles/forex/10/schaff-trend-cycle-indicator.asp)
6. [ichimoku cloud](http://stockcharts.com/school/doku.php?id=chart_school:trading_strategies:ichimoku_cloud)
7. volume weighted moving average
8. laguerre
9. [vpci](https://www.tradingview.com/script/lmTqKOsa-Indicator-Volume-Price-Confirmation-Indicator-VPCI/)
10. [trendlines](https://en.wikipedia.org/wiki/Trend_line_(technical_analysis)), 2 different algorithms to calculate trendlines
11. fibonacci retracements
12. pivots points

### Utilities

1. resample - easily resample your dataframe to a larger interval
2. merge - merge your resampled dataframe into your original dataframe, so you can build triggers on more than 1 interval!

### Wrapped Indicators

The following indicators are available and have been 'wrapped' to be used on a dataframe with the standard open/close/high/low/volume columns:

1. [cmf](https://www.tradingview.com/wiki/Chaikin_Money_Flow_(CMF)) - chaikow money flow, requires dataframe and period
2. [accumulation_distribtuion](https://www.investopedia.com/terms/a/accumulationdistribution.asp) - requires a dataframe
3. osc - requires a dataframe and the periods
4. [aroon](https://www.investopedia.com/terms/a/aroon.asp) - dataframe, period, field
5. [atr](https://www.investopedia.com/terms/a/atr.asp) - dataframe, period, field
6. [atr_percent](https://www.investopedia.com/terms/a/atr.asp) - dataframe, period, field
7. [bollinger_bands](https://www.investopedia.com/terms/b/bollingerbands.asp) - dataframe, period, stdv, field, prefix
8. [cmo](https://www.investopedia.com/terms/c/chandemomentumoscillator.asp) - dataframe, period, field
9. [cci](https://www.investopedia.com/terms/c/commoditychannelindex.asp) - dataframe, period
10. williams percent
11. momentum oscilator
12. hull moving average
13. ultimate oscillator
14. sma
15. ema
16. tema


We 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.

### Usage

to use the library, please install it with pip

```bash
pip install technical
```

To get the latest version, install directly from github:

```bash
pip install git+https://github.com/freqtrade/technical
```

and than import the required packages

```python
from technical.indicators import accumulation_distribution, ...
from technical.util import resample_to_interval, resampled_merge
```

### Contributions

We will happily add your custom indicators to this repo!
Just clone this repository and implement your favorite indicator to use with freqtrade.

have fun!


