Fit sigmoid function (“S” shape curve) to data using Python

After great help from @Brenlla the code was modified to: def sigmoid(x, L ,x0, k, b): y = L / (1 + np.exp(-k*(x-x0))) + b return (y) p0 = [max(ydata), np.median(xdata),1,min(ydata)] # this is an mandatory initial guess popt, pcov = curve_fit(sigmoid, xdata, ydata,p0, method=’dogbox’) The parameters optimized are L, x0, k, b, who are … Read more

Debugging Numpy VisibleDeprecationWarning (ndarray from ragged nested sequences)

With a function that creates a ragged array: In [60]: def foo(): …: print(‘one’) …: x = np.array([[1],[1,2]]) …: return x …: In [61]: foo() one /usr/local/bin/ipython3:3: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, … Read more

“Eager” Page Load Strategy workaround for Chromedriver Selenium in Python

ChromeDriver is the standalone server which implements WebDriver’s wire protocol for Chromium. Chrome and Chromium are still in the process of implementing and moving to the W3C standard. Currently ChromeDriver is available for Chrome on Android and Chrome on Desktop (Mac, Linux, Windows and ChromeOS). As per the current WebDriver W3C Editor’s Draft The following … Read more

Can’t install Matplotlib on Python 3.10 after its release (2021-10-05)

As others have stated, Python 3.10 is not currently compatible with Matplotlib. You need to install and use Python 3.9 until it is supported. Until then you have a few options: Windows You can use the Python Launcher for Windows (py.exe) script to choose which Python version to run like so: py.exe script help: py … Read more

Tensorflow (.pb) format to Keras (.h5)

In the Latest Tensorflow Version (2.2), when we Save the Model using tf.keras.models.save_model, the Model will be Saved in not just a pb file but it will be Saved in a Folder, which comprises Variables Folder and Assets Folder, in addition to the saved_model.pb file, as shown in the screenshot below: For example, if the … Read more

How i can get new ip from tor every requests in threads?

If you want different IPs for each connection, you can also use Stream Isolation over SOCKS by specifying a different proxy username:password combination for each connection. With this method, you only need one Tor instance and each requests client can use a different stream with a different exit node. In order to set this up, … Read more

Months as axis ticks

Tough to try without your exact data, but I think you’re simply missing a call to set_major_formatter. import datetime import numpy as np import matplotlib.pyplot as plt import matplotlib.dates as mdates # Generate some random date-time data numdays = 500 base = datetime.datetime.today() date_list = [base – datetime.timedelta(days=x) for x in range(0, numdays)] y = … Read more

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