Analytics Insight

Three Ways to Speed Up Python Code With Numba: A Practical Guide

Overview: Numba is a just-in-time (JIT) compiler that turns Python functions into fast machine code. In one tested example, a ...

5 Books That Work in Practical Python Machine Learning

Introduction A few years ago, I was tasked with creating a demand forecasting prototype on the side of my regular work. I ...
GitHub

Data Analytics Using NumPy and Python

Learn to turn business data into useful decisions with Python, NumPy, and Pandas. We use small, fictional sales examples to explore revenue, profitability, branch performance, and data quality. Use ...
BIOENGINEER

A 1,110-dollar open-source robot that watches plants sweat

Researchers in Uruguay have released complete open-source designs for a 1,110-dollar robotic gantry that combines RGB and ...

The sound of walking and the sound of a chipped stone are different sounds

AISP-v5: The minimal computational kernel of AI Shrine, measured by residuals0Stepping on gravel. With every step, a sound of ...
GitHub

Releases: numpy/numpy

Released on 2026-10-10. NumPy 2.5.4 is a patch release that fixes bugs discovered after the 2.5.3 ...

Python 3.15 即将到来：这些新特性或将改变 AI 时代的 Python 编程方式_运行_惰性_工具

Python 3.15.0 的第三个发布候选版本，也就是 rc3，已于2026年10月2日发布。正式版计划在10月9日推出。 仅从 rc2 到 rc3，82位贡献者就提交了大约156项错误修复。发布管理团队也已经收紧入口：只有经过审查的错误修复，才能继续进入这个版本。 因此，从实际使用角度来说，rc3 里看到的内容，基本就是正式版的样子。 于是，新一轮热闹又开始了。每次 Python 发布，都少不 ...
＠IT

【Pythonで学ぶデータ分析】PyMC早わかり ～ PyMCのモデルを可視化する：やさしい推測統計（ベイズ統計編）

PyMCはベイズ統計に欠かせないMCMCサンプリングのためのライブラリ。これまではさまざまな推定や検定を行うために、使い方を中心に見てきました。今回はPyMCそのものの仕組みについて見ていきます。『社会人1年生から学ぶ、やさしいデータ分析』ベイズ統計 ...