dill extends Python’s pickle module for serializing and de-serializing Python objects to the majority of the built-in Python types. Serialization is the process of converting an object to a byte stream, and the inverse of which is converting a byte stream back to a Python object hierarchy.

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dill can pickle the following standard types:

    none, type, bool, int, float, complex, bytes, str,
    tuple, list, dict, file, buffer, builtin,
    Python classes, namedtuples, dataclasses, metaclasses,
    instances of classes,
    set, frozenset, array, functions, exceptions

dill can also pickle more ‘exotic’ standard types:

    functions with yields, nested functions, lambdas,
    cell, method, unboundmethod, module, code, methodwrapper,
    methoddescriptor, getsetdescriptor, memberdescriptor, wrapperdescriptor,
    dictproxy, slice, notimplemented, ellipsis, quit

The proliferation of AI-generated and AI-assisted text on the internet is feared to contribute to a degradation in semantic and stylistic diversity, factual accuracy, and other negative developments. We find that by mid-2025, roughly 35% of newly published websites were classified as AI-generated or AI-assisted, up from zero before ChatGPT's launch in late 2022. We also find evidence suggesting that increases in AI-generated text on the internet bring about a decrease in semantic diversity and an increase in positive sentiment. We do not, however, find statistically significant evidence supporting the hypothesis that an increased rate of AI-generated text on the internet decreases factual accuracy or stylistic diversity. Notably, our findings diverge from public perception of AI's impact on the internet.

tldr: instead of invert(1), use hue-rotate(180deg) invert(1).

An extended fork of GNU Unifont with a focus on high compatibility.

Diátaxis identifies four distinct needs, and four corresponding forms of documentation - tutorials, how-to guides, technical reference and explanation. It places them in a systematic relationship, and proposes that documentation should itself be organised around the structures of those needs.

Peer-to-peer, editor-agnostic collaborative editing of local text files.

This has been removed recently (https://github.com/doitsujin/dxvk/issues/5330). Use mangohud instead:

MANGOHUD_CONFIG="fps_limit=120,preset=0" mangohud %command% (Preset 0 hides mangohud; use 1 to show FPS only, or any other parameters.)

OLD ENTRY:
For games that do not support frame rate limiting natively or only VSync on/off (with on feeling sluggish, and off “melting” the GPU), use DXVK_FRAME_RATE=120 %command% in Steam’s custom launch command setting.