Setting up an Analysis Environment: Starting with the Minimal Set of Python, Jupyter, and pandas

When starting data analysis, the first hurdle people often face is 'setting up the environment.' This is because there are so ...
BIOENGINEER

New Open-Source Suite Brings Reproducible Spectro-Electrochemical Analysis to Every Lab Bench

A new open-source graphical application called SpectroElectroChem Suite automates reproducible analysis of ...
shattered.io

Jynxzi R6 Rank: Build a Tracker in 12 Steps [2026]

Every few days, a new clip of Jynxzi grinding Rainbow Six Siege ranked lands on Twitch and the same question follows it into ...
shattered.io

R6 Hidden MMR: Estimate Jynxzi’s Rank in 12 Steps [2026]

Learn R6 Siege RP vs hidden MMR and build a Python tool to estimate any player rank, including Jynxzi, in 12 steps.

NumPy 2.5 eig returns complex numbers even for real matrices—the release note's workaround loses the imaginary part

The NumPy 2.5.0 release notes state that the return values of eig and eigvals will always be complex, and that ...
europesays

New Open-Source Suite Brings Reproducible Spectro-Electrochemical Analysis

Electrochemistry has a data problem that most people outside the field rarely see. When researchers record Raman, surface-enhanced Raman scattering, ...
InfoQ

Google Adopts Pyrefly for Faster, More Accurate Python Type Checking

Google has replaced its long-standing Python type checker, Pytype, with Pyrefly, an open-source tool originally developed by Meta. The decision was driven by Pyrefly's advantages, including faster and ...