Python

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Microsoft unveils speedy type checker for Python

Pyright aims to be a faster type checker for Python than existing projects, and doesn't need Python itself

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How to run Python in R

Learn how to run Python code inside an R script using the reticulate R package

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PyPy 7 speeds up Python 2.7, Python 3.5, and Python 3.6 alike

The latest release of the JIT-compiling Python runtime updates support for three major versions of Python in one go

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Python 3 and data science top Python developer survey

JetBrains survey shows Python 3 adoption growing and data analysis and web development to be the leading Python use cases

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Python tutorial: Get started with Jupyter Notebook

Learn how to combine Python code, freeform text, mathematical formulas, and graphics in an interactive, shareable notebook

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JavaScript overtakes Java as most-known programming language

HackerRank skills survey finds developers mostly know JavaScript and Java, want to learn Go, Kotlin, and Python

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Python code completion gets an assist from machine learning

Kite programming assistant makes auto-suggestions based on data collected from Python code around the web

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Python’s popularity surges as a mainstay language

Java, C, C++, VisualBasic.Net, Kotlin, Matlab, Rust, and TypeScript also gain while Ruby and F# slip

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How to use cProfile to profile Python code

Why is your Python app so slow? Find out by using Python’s built-in profiler to locate bottlenecks in your Python code

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PyOxidizer uses Rust to make Python executables

A new project written in Rust aims to make it easier to distribute Python applications as standalone binaries

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Python to be guided by a steering council

An expected light touch may mean developers won’t notice much difference in how the language evolves

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How to use the Python debugger

Learn how to perform interactive Python debugging with a built-in library you can embed directly into a Python app

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PyText builds on PyTorch for language recognition

A Facebook project for natural language processing is now open source, and it promises better ways to mine texts for meaning

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Tutorial: Spark application architecture and clusters

Learn how Spark components work together and how Spark applications run on standalone and YARN clusters

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Visual Studio Code’s Python add-on tries out data science

Data exploration and machine learning models are enabled via a Python language extension

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Python threading and subprocesses explained

Take advantage of Python’s ability to parallelize workloads using threads for I/O-bound tasks and subprocesses for CPU-bound tasks

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PyTorch 1.0 accelerates Python machine learning with native code

The PyTorch 1.0 release candidate introduces Torch Script, a Python subset that can be JIT-compiled into C++ or other high-speed code

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Nuitka Python-to-C compiler readies big performance gains

Nuitka 0.6 lays the groundwork for major code optimizations — and faster and more portable Python applications

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Azure’s new machine learning features embrace Python

New tools for Azure ML include integration with Python environments and self-tuning training for machine learning models

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Python virtualenv and venv do’s and don’ts

Python virtual environments shine for keeping projects and conflicting packages separate. Just keep these do’s and don’ts in mind

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