Presenting a unique algorithm implemented in python for finding trend lines on price data. The python code shown builds a powerful trading indicator the slope of the current trend lines. I've used this indicator in the past as an input to predictive models. The algorithm could also be used as a component for recognizing chart patterns such as wedges, triangles, pennants and so on.

The automated support and resistance trend lines are found using a gradient descent approach. It creates a price channel on any length of data. It has only one adjustable parameter, the number of candles in which the trend lines are fit.

Full Code: https://github.com/neurotrader888/Tre...
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