ablation 开源项目推荐（84 个）

hystrath /hyStrath

高超音速/稀薄气体动力学代码开发（GPL-3.0）

logicalclocks /maggy

在 Apache Spark 上进行分布透明的机器学习实验

fostiropoulos /ablator

Model Ablation Tool-Kit for Deep Learning Model

josepha-mayo /model-unfetter

The production engine for directional ablation. Unalign / remove models censorship efficiently on any hardware.

rmsandu /segmentation-eval

Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom.

koriavinash1 /BioExp

Explainability of Deep Learning Models

capitalone /ablation

Evaluating XAI methods through ablation studies.

parthnatekar /BioExp

Explainability of Brain Tumour Segmentation Models

oumi-ai /weights-lab

Agent skill for weight-space programming: edit LLM weights

Lanerra /DWARF

O(N) attention with a bounded inference KV cache. D4 Daubechies wavelet field + content-gated Q·K gather at dyadic offsets.

aleph23 /Artificial_Neuroplasticity

Phase zero of Artificial Neuroplasticity: Giving models self-editing capacity, through a trained triumvirate of three models; Analyzer / Trainee / Evaluator. The Analyzer uses TransformerLens to watch the Trainee. The Evaluator is the Review Board,, confirming the Trainee has become smarter than itself. This IS NOT implemented in this phase zero.

artorg-unibe-ch /qam

用于根据分割图像评估肝消融/肿瘤完整性的 3D 表面距离计算库。

Fratorhe /AblaNTIS-test-cases

Dataset for ablative TPS numerical test cases from the ESA AblaNTIS project.

0xZKnw /heretic-nx

Clean-room behavioral model editing and ablation engine with capability-preserving PRIME optimization.

riaz-sana /veritas

Multi-agent verification for AI outputs: claim verification, RAG diagnostics, pre-action verification for agentic AI. Includes ablation studies proving multi-agent vs single-prompt tradeoffs, FaithBench benchmarks, and bias-triggering evaluation methodology

michelecafagna26 /vl-ablation

Targeted semantic multimodal input ablation. Official implementation of the ablation method introduced in the paper: "What Vision-Language Models 'See' when they See Scenes"

josiearcuri /PermafrostBankErosionModel

This is a tool for modeling river bank erosion in permafrost environments

JeronimoColon /constitution-ablation-harness

Does a CLAUDE.md actually change how Claude behaves? An ablation harness: run adversarial traps with the rules and without them, grade blind, and test whether the difference is real.

Shonean /ainovel-harness

A layered prompt engine with ablation-based evaluation for long-form fiction. 五层信息阶梯 · 逐层充分性消融 · 双向阶梯 · AI 味防护 · PromptOpt 两层共演化。改编层 / 资产管线 / 漫剧线 / ark 控制台 / Electron 桌面。

fernforge /ruleprof

Ablate your CLAUDE.md / AGENTS.md rules to see which ones actually change agent behavior vs. just cost tokens.