home.md

-myplotlib
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+**Motivation**
+
+As a scientist you need to produce plots.
+
+The question is how to plot? 
+
+You usually face large data sets
+That you want to process in different manner
+and plot one aspect of it.
+
+You also may want to compair a single aspect 
+of different data set, or different aspect of 
+a single data set.
+
+And you may want to do in a fast and interactive 
+manner, but most of it, you want to control what 
+you do and be sure of what you plot.
+
+Finally, after spending time on a single plot 
+you want to be able to use it for various data sets,
+make it pretty, and be able to keep track of your 
+plots, reusing them and having a consistency between 
+version of the plot. Processing large dataset with 
+the same ploting procedure. And also you don't want 
+to rethink tomuch when you come back after a week or 
+two how you did that plot.
+
+These are the basic reason of myplotlib.
+   
+myplotlib allows you to design a plot, that consist 
+of only one single file that can be combined with any 
+other plot, or alone.
+
+This plot contains it own data processing and can be 
+used for any data you provide. 
+
+It can be called interactively for comparing, and reads 
+only one the large raw data set. In case the raw data 
+processing is long you can also prevent extra computation.
+
+After comparing the data, you may also want to roduce a 
+large amount of files, that plot the same things for 
+various datasets. The script mode is designed for that.
+You can use myplotlib from command line and give it 
+arguments.
+
+In case you are fine with a plot, but after some time 
+your recognise that some change are required, because
+your plot is in a unique file indpendntly how many time 
+you use it in various configurations, any changes will 
+be spread, allowing fast and consistent corrections.
+
+to summarize myplotlib can:
+
+   - interactive mode
+   - script mode
+   - consistent corrections
+   - versatile dataset
+   - full user control on IOs and data processing 
+     making it fast and safe
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