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HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

Python package to provide utilities for NHS Numbers, including validity checks, normalisation, and generation.

  • nhs
  • fci
  • python
  • nhsnumber

A Python package to analyze matrix fiber orientation and intensity around cells as a proxy for cellular forces. Also measures alignment relative to X/Y axes, points and lines, with optional masks, a Python API and browser tools for analysis and group comparisons.

  • contractility
  • orientation
  • fibrosis
  • mechanobiology