64 lines
2.5 KiB
Markdown
64 lines
2.5 KiB
Markdown
# How to Python in computational neuroscience, data mining, and more
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* TOC
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All the tutorials are tested with Python 3.11.x. Older version might have a problem with the new versions of type anotations.
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## Workflow
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* [Python installation](workflow/python_pure/README.md)
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* [VS Code installation](workflow/vscode_install/README.md)
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* [VS Code configuration](workflow/vscode_config/README.md)
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## Python: The Basics of the basics
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* [Hello, Python](python_basics/hello_python/README.md)
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* [Style Rulez](python_basics/style_rulez/README.md)
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* [Programming Recommendations](python_basics/programming_recommendations/README.md)
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* [Basic Math Operations](python_basics/basic_math_operations/README.md)
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* [Truth Value Testing](python_basics/truth_value_testing/README.md)
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* [Formatted String Literals](python_basics/formatted_string_literals/README.md)
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* [Flow Control Overview](python_basics/flow_control_overview/README.md)
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- [Flow Control: if, elif, else](python_basics/if/README.md)
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- [Flow Control: for-loop](python_basics/for/README.md)
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- [Flow Control: while, pass, break, continue](python_basics/while/README.md)
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- [Flow Control: match case](python_basics/match/README.md)
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* [Files](python_basics/files/README.md)
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* [Creating order via sub-directories: os.makedirs](python_basics/os_makedirs/README.md)
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* [Finding files in a directory: glob](python_basics/glob/README.md)
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* [Class](python_basics/class/README.md)
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* [Exceptions (try / except)](python_basics/exceptions/README.md)
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## Numpy
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* [Beyond normal np.save](numpy_save_special/README.md)
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* [Dealing with Matlab files](numpy_mat_files/README.md)
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## Python: Data analysis
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* [Numpy: Random numbers the non-legacy way](numpy_random/README.md)
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* [Remove a common signal from your data](SVD_data_cleaning/README.md)
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## Python: Questions of spectral nature
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* [Numpy: rfft and spectral power](numpy_fft_1/README.md)
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* [scipy.signal: Butterworth low, high and band-pass](scipy.signal_butterworth/README.md)
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* [PyWavelets: Wavelet Transforms in Python](pywavelet/README.md)
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## Python: Daily little helper
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* [TQDM: Make your progress visible](TQDM/README.md)
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## PyTorch
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* [Get CUDA ready!](pytorch/cuda/README.md)
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* [Layers](pytorch/layers/README.md)
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## Matlab: Basics
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* [Basic Structure of a Computer](matlab/1/README.md)
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* [Representation of Numbers in the Computer](matlab/2/README.md)
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Note: I will transfer from the old page to this new place (and update it). It will take some time but it will happen...
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