convert E-I Net from MatLab to python

Convert the E-I Net neural simulator from MatLab to python (see [login to view URL] for description).  This scientific research simulator is 7,000 lines of MatLab code, see [login to view URL]  The main simulation engine is in the file neurosim/NetModel_UpdateFast.m.  neurosim/NetModel_Plot.m includes a lot of custom plotting code.  neurosim/* is the simulator.  The target language is python using numpy and Jupyter Notebook as an execution environment. The code will be open source.

The main demo, called from the file demo1_EINet.m, is a computer vision demo, so experience with image processing will be helpful in understanding the code.  The core simulation engine in neurosim/NetModel_UpdateFast.m is highly optimized using MatLab multidimensional matrix functions, so familiarity with matrix math will be helpful in understanding that code.  This would be converted to numpy (or scikitlearn). The file neurosim/NetModel_Plot.m and the data visualization functions in utils/* will need to be converted to python-equivalent plotting functions. The simulator can bring up different data display windows using the MatLab figure() function. An equivalent would need to be found that will work from Jupyter Notebook.

Evner: Python, Matlab and Mathematica, NumPy, Matematik, Data Visualization

Om arbejdsgiveren:
( 0 bedømmelser ) San Francisco, United States

Projekt ID: #30870706

19 freelancere byder i gennemsnit $1317 timen for dette job


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Dear employer, Hi I went through the GitHub link. I can convert the E-I Net simulator from MATLAB to Python using in Jupyter environment. I am completely familiar with both of these languages as I have used them durin Flere

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