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  • auditing-predictive-models
  • fairness
  • discrimination
  • toolbox

Set of tools for security testing of Internet of Things devices using specific network IoT protocols

A 4B grounding foundation model for physical intelligence. Unifies detection, referring, pointing, OCR, GUI, and layout grounding, achieving SOTA overall across 34 benchmarks and improving robot generalization and data efficiency in controlled evaluations.

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

The official implementation of 3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction (ICLR 2023)

An agent that compiles git maintenance chores into reusable programs, then decides whether to replay them by running checks rather than by guessing the task looks familiar

  • agent-architecture
  • git-automation
  • llm-agents
  • program-synthesis

Evidence-based DSM ransomware recovery: preservation, RAM key recovery, copy decryption, and GitLab validation.

Experimental Nikon Z8 C 3.11 firmware patch builder: 3:2 open-gate N-RAW, desqueeze, ProRes/H.265 quality controls, N-Log/S-Log3/Log3G10, RAW pre-capture, and in-camera pixel-shift merging.

A Claude skill for directing, building and verifying code-rendered videos (HTML/Canvas → MP4): principles, gated workflow, QA scripts and evals.