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Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.


A Python framework for creating reproducible, maintainable and modular data science code.
Featured Package // Category Workflow Engine


Awesome Python Weekly Β» 288

Top Stories
  • How to upload videos / docs along your code using SpeaCode?πŸ‘¨β€πŸ’»πŸ“·πŸš€
  • PyJamas, the free online 24h Python conference is happening next Saturday (Dec 4th)
  • Top 5 Best Git Extensions For VS Code (You must have)
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3D ASCII Spinning Donut Tutorial

Article Popular Story //

faker v9.9.0

A new version of faker has been released
New Version


The official sources for the RDKit library
Featured Package // Category Science and Data Analysis

Last 7 Days

Python's None problem, and how Mypy helps you deal with it

Article Popular Story //

Advent of Code: Solving Your Puzzles With Python

Article Popular Story //


Simple Python interface for Graphviz
Featured Package // Category Data Visualization

Create Empty Dataframe in Pandas

In this article, you will learn how to create an empty DataFrame in python using pandas. We'll also talk about how to fill it with data later by adding rows or columns. So, let’s get started!
Article Added by: coderx //


Colour Science for Python
Featured Package // Category Science

Exploring Google Analytics Realtime Data with Python

Take full advantage of all the Google Analytics features and data using its REST API and Python
Article Added by: MartinHeinz //


A Python native, OS native GUI toolkit.
Featured Package // Category GUI

Calling Rust from Python using PyO3

Article Popular Story //


The strictest and most opinionated python linter ever!
Featured Package // Category Code Linters

Add Column to DataFrame Pandas (with Examples)

As a beginner, you may see numerous alternative methods for adding a column to a data frame and wonder which one to use. Don't worry; in this article, we'll go over four different ways to do the same. So, let's get started!
Article Added by: coderx //


Hydra is a framework for elegantly configuring complex applications
Featured Package // Category Configuration

Last 30 Days

normcap v0.1.12

A new version of normcap has been released
New Version


Predictive AI layer for existing databases.
Featured Package // Category Machine Learning

Awesome Python Weekly Β» 287

Top Stories
  • 11 Malicious PyPI Python Libraries Caught Stealing Discord Tokens and Installing Shells
  • Top 10 Websites to find Remote Jobs
  • 18 Python one-liners that will speed up your coding process.
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bokeh v2.4.2

A new version of bokeh has been released
New Version


Apache Libcloud is a Python library which hides differences between different cloud provider APIs and allows you to manage different cloud resources through a unified and easy to use API
Featured Package // Category Third-party APIs

conda v4.11.0

A new version of conda has been released
New Version


Trio – a friendly Python library for async concurrency and I/O
Featured Package // Category Networking