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Geo

  • Top 10 Python libraries to work with geo-spatial data in 2022 (link)

  • How to render huge GeoJSON datasets on a map (link)

  • 22 Python libraries for Geospatial Data Analysis (link)

  • Data Preparation for Geospatial Analysis & ML with Laguerre-Voronoi in Python (link)

  • Visualizing Geographical Data using geoplotlib (link)

  • Plotting Data Visualisation on the Map of India using GeoPandas in Python (link)

  • Visualizing Air Pollution with Folium Maps (link)

  • Let’s make a map! Using Geopandas, Pandas and Matplotlib to make a Choropleth map (link)

  • OSMnx Features Round-Up (link)

  • OSMnx: Python for Street Networks (link)

  • Arbeiten mit Geodaten in Python (link)

  • Interactive GIS in Jupyter with ipyleaflet (link)

Fortgeschritten

Artikel

  • Extracting Text from PDF Files with Python: A Comprehensive Guide (link)

  • FastAPI, SQLAlchemy, and Parallel Queries Walk Into a Bar… (link)

  • How to Build a Graph Web Application With Python, Flask, Docker & Memgraph (link)

  • Scalable Real-Time Apps with Python and Redis: Exploring AsyncIO, FastAPI, and Pub/Sub (link)

  • Python is Ushering in A Huge Change: The Real Multi-Threading is Coming! (link)

  • Introducing Python’s Parse (link)

  • Stealth web scraping in Python: Avoid blocking like a ninja (link)

  • FastAPI — Coroutines and async/await (link) *Args & **Kwargs in Python (link)

  • async/await in Python: Nebenläufigkeit leicht gemacht (link)

  • How Python Handles Files (link)

  • Import Your Own Python Code Without Pythonpath Tricks (link)

  • Extract Tables from PDF file in a single line of Python Code (link)

  • Easily Write Interactive Web App using Python (link)

  • 3 Cool Python Libraries (link)

  • Turn Website Data Into Data Sets (link)

  • How to visualise the Global Exporting Network using NetworkX and D3 (link)

  • 7 Awesome Jupyter Utilities That You Should Be Aware Of (link)

  • Scrape Websites like a Python Pro (link)

  • Image Processing for Python — Adjusting to the Ground Truth (link)

  • Image Processing with Python — Blob Detection using Scikit-Image (link)

  • Image Processing with Python — Extracting Image Data for Clustering (link)

  • Web Scraping in Python using the all-new PyScrappy (link)

  • Introduction to Image Processing with Python — Image Filtering (link)

  • A Swiss Knife python package for fast Data Science (link)

  • A Complete Guide to Web Development in Python (link)

  • The Next Level of Data Visualization in Python (link)

  • Introducing Jaal — Interacting with Network Made Easy (link)

  • How to tame your Python dictionaries with dataclasses, marshmallow and desert (link)

  • Pythonic Data Structures and Algorithms (link)

  • 26 Useful Python Snippets for Lazy Developers (link)

  • Python’s Data Classes (link)

  • Process large datasets without running out of memory (link)

  • 9 Awesome Python packages for Machine Learning that should deserve more credit (link)

  • Visualizing Networks in Python (link)

  • Is Pypolars the New Alternative to Pandas? (link)

  • Python YAML tutorial (link) (link)

  • The Algorithms - Python (link)

  • Advanced Python: Consider These 10 Elements When You Define Python Functions (link)

  • Top 10 Python libraries of 2019 (link)

  • Scipy Lecture Notes (link)

  • Stop writing lambda expressions in Python (link)

  • Deploying a Python Web App on AWS (link)

  • Chartify: Easier chart creation in Python for data scientists (link)

  • Kite - The smart copilot for programmers (link)

  • Python Regular Expressions Cheat Sheet (link)

  • panel - A high-level app and dashboarding solution for Python (link)

  • Python type annotations (link)

  • Cool New Features in Python 3.7 (link)

  • Python 3.7’s new builtin breakpoint — a quick tour (link)

  • 30 Amazing Python Projects for 2017 (link)

  • 2–6x speed-up on your data pre-processing with Python (link)

  • Statistics with Python (link)

Einsum / Named Tensors

  • A basic introduction to NumPy’s einsum (link)

  • einops - git (link)

  • Tensor Considered Harmful - Named Tensor (link)

matplotlib

numpy

pandas

  • home (link)

  • docs (link)

  • Pandas Profiling (link)

  • Introduction to .LOC and .ILOC for Data Enthusiasts (link)

  • Basic Time Series Manipulation with Pandas (link)

  • Introduction to Pandas DataFrame.query() function (link)

  • Statistical Analysis in Python using Pandas (link)

  • Top 3 Pandas Tricks I Wish I Knew Before (link)

  • 18 Important functions in Pandas (link)

OpenCV

processes

  • Multithreading vs. Multiprocessing (link)

  • Multiprocessing vs. Threading (link)

  • Multithreading vs. Multiprocessing (link)

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