nadir soualem - Developer IT

Hidden features of Windows command prompt

- by Nadir SOUALEM

What are the lesser-known but useful features of the Windows command prompt?

Best command line you use in Unix/Linux shell ? [closed]

- by Nadir SOUALEM

What is the best command line you use or you have ever seen in Unix/Linux shell ?

Python fit polynomial, power law and exponential from data

I have some data (x and y coordinates) coming from a study and I have to plot them and to find the best curve that fits data. My curves are: polynomial up to 6th degree; power law; and exponential. I am able to find the best fit for polynomial with while(i < 6): coefs, val = poly.polyfit(x, y, i, full=True) and I take the degree that minimizes val. When I have to fit a power law (the most probable in my study), I do not know how to do it correctly. This is what I have done. I have applied the log function to all x and y and I have tried to fit it with a linear polynomial. If the error (val) is lower than the others polynomial tried before, I have chosen the power law function. Am I correct? Now how can I reconstruct my power law starting from the line y = mx + q in order to draw it with the original points? I need also to display the function found. I have tried with: def power_law(x, m, q): return q * (x**m) using x_new = np.linspace(x[0], x[-1], num=len(x)*10) y1 = power_law(x_new, coefs[0], coefs[1]) popt, pcov = curve_fit(power_law, x_new, y1) but it seems not to work well.

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Mysql bulk delete problem

- by Nadir

Hello, Anybody can help me with this mysql query: delete from generic__campaings_included where dealer_id not in ('2,3,4') and campaing_id = '1' When i execute this query i didnt get normal result. Exceot 2 (dealer_id) all rows deleted. How can i use "not in" with "and" operator? PS. Sorry for my english)

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