The Py... Links II
The Python links II.
The original Py Links was getting a bit packed, and with the demise of python 2 on the horizon, I thought I would make a clean break and focus on python 3.x and its kindred as they ship with ArcGIS Pro. This link will be a bit thin for a while, but it will fill I am sure.
This is a new listing of things pythonic as they relate to GIS analysis. It is organized largely by theme and/or package.
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New
Python 3.9 beta... lots of new stuff ... 2020-04-08 perhaps a long wait in Arc*** world
Pathlib for handling paths ... 2020-04-22 A great introduction for handling paths
Python cheat sheet ... 2020-04-02 An really good cheat sheet! One of the best I have seen
Arcgis 1.8 release notes ... 2020-03-09
Top 10 Python IDE and Code Editors in 2020 - GeeksforGeeks 2020-02-09
Scipy... its history and structure Nature Journal 2020-02-06
Panda 1.0.0 released ... 2020-30-01
NumPy, the absolute beginners guide 2020-01-21
Panda 1.0.0... what's new ... 2020-01-15
PYTHON 2.7 RETIRES ... 2019-12-31
Why is the migration to python 3 taking so long An interesting history as well 2019-11-15
Guido is heading into retirement Pythonistas.... Guido is heading into retirement 2019-11-05
NumPy 1.17.4 released Conda install in your ArcGIS Pro distribution or clone works fine. 2019-11-03
Which packages will require python 3? and which ones will support 2.7 and 3.x after December ... 2019-10-08
Python 3.6.9 …. security fixes only... last of the 3.6 line prep for ArcGIS Pro 2.5... 2019-09-25
https://blog.datasciencedojo.com/machine-learning-algorithms/
- Python
- News
- Version and changelog
- IDEs for scripting
- Spyder
- Qt Console
- Jupyter Lab
- Jupyter Notebook
- Numpy
- SciPy
- Pandas
- ArcGIS Pro
- Old News
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Python
News
JSON5 ... json for humans 2019-07-16
Kite - AI Autocomplete for python coding 2019-06-21 May be coming to Spyder
keras feature extraction on large datasets with deep learning 2019-05-28
New features planned for python 4.0 2019-05-23
Yes, python 4.0. Still on 2.x???
Version and changelog
Changelog — Python 3.8.2 documentation :
The most current version will be listed, you can descend the tree to find out when particular aspects were implemented.
What’s New in Python — Python 3.8.0a4 documentation
Same as above, the most current or development version is listed first with previous versions descending.
IDEs for scripting
The ones listed here are available for installation in either your base ArcGIS Pro installation path or a clone of it, depending on whether you are the master of your universe at home/work.
Clone... ArcGIS Pro ... for non administrators
Spyder
/blogs/dan_patterson/2018/12/13/spyder : This link provides a visual guide to some of the functionality within Spyder
Spyder docs... official documentation.
Spyder on GitHub... A good place to follow changes.
Qt Console
Qt Console... ships with anaconda
Jupyter Lab
Github page, another Jupyter project
Jupyter Notebook
Optimize Jupyter Notebooks... Cool article, some tips apply to spyder
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Numpy
NumPy, the absolute beginners guide
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SciPy
Scipy .... Nature article a great read
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Pandas
pandas docs...
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ArcGIS Pro
ArcGIS Pro 2.4 release notes...
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Old News
is good news
Kite - AI Autocomplete for python coding : 2019-06-21 May be coming to Spyder
Machine Learning Algorithms …. for the beyond mapping types.... 2019-08-27
Python readiness check... 2019-08-27
The Walrus operator in Python 3.8 ... (PEP 572) : 2019-07-30
Cool operator, cause of the rift with the BDFL and the rest, perhaps an homage to the Beatles
Speedup your algorithms... Pytorch, Numba, Parallelization, Dask : 2019-07-20
An excellent 4 part series on improving algorithm speed. The approaches are different and often complementary.
Spyder 3.3.5 and ArcGIS 1.6.2 available : 2019-07-16
Update spyder and ArcGIS through conda if installed that way.
As part of the install https://json5.org/Json5 (json for humans) is also installed
Python 3.7.4 final release available : 2019-07-08
Live on the edge... only for Pro though 