Model Ablation Tool-Kit for Deep Learning Model
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Dec 20, 2023 - Python
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ablation
Here are 25 public repositories matching this topic...
Distribution transparent Machine Learning experiments on Apache Spark
spark hyperparameter-optimization hyperparameter-tuning automl hyperparameter-search blackbox-optimization ablation ablation-studies ablation-study
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Feb 21, 2024 - Python
The production engine for directional ablation. Unalign / remove models censorship efficiently on any hardware.
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Jun 28, 2026 - Python
Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom.
metrics dicom tumor segmentation simpleitk data-preparation liver-segmentation pydicom euclidean-distances pyradiomics ablation segmentation-masks radiomics-feature-extraction liver-cancer segmentation-eval liver-tumor radiomics-extraction
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Jan 7, 2026 - Python
Explainability of Deep Learning Models
clustering rct uncertainty intervention causality causal-inference concept-extraction interpretability interpretable-ai explainable-ai gradcam ablation explainability dissection joint-analysis activation-maximization
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Mar 24, 2023 - Python
Evaluating XAI methods through ablation studies.
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Dec 28, 2024 - Python
Explainability of Brain Tumour Segmentation Models
deep-neural-networks deep-learning grad-cam medical-imaging explainable-ai brain-tumor-segmentation ablation activation-maximization
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Mar 24, 2023 - Python
O(N) attention with a bounded inference KV cache. D4 Daubechies wavelet field + content-gated Q·K gather at dyadic offsets.
nlp rust machine-learning deep-learning language-modeling pytorch wavelet language-model attention-mechanism wavelet-transform ablation inference-efficiency ablation-study kv-cache linear-attention efficient-attention sparse-attention wavelet-attention
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Jun 9, 2026 - Python
Library to compute 3D surface-distances for evaluating liver ablation/tumor completeness based on segmentation images.
segmentation radiomics medical-image-analysis euclidean-distances segmentation-evaluation tumor-segmentation ablation liver-disease surface-distances 3d-surface-distances
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Dec 8, 2020 - Python
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
ai verification multi-agent fact-checking rag ablation ablation-study overstory llm rag-evaluation hallucination-detection agentic-ai pre-action-verification
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Mar 28, 2026 - Python
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.
python wilson-score cohens-kappa claude ablation llm prompt-engineering anthropic llm-evaluation two-proportion-test system-prompt evaluation-harness claude-md goodharts-law holmes-bonferroni headout-validation-split goodharts-guard
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Jul 23, 2026 - Python
Causal Chain-of-Thought step faithfulness evaluation harness — quantifies whether reasoning steps actually drive model outputs or are decorative
python nlp openai causal-inference ablation pydantic chain-of-thought anthropic faithfulness llm-evaluation
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Apr 27, 2026 - Python
LedgerMem — a per-turn memory-influence ledger for coding agents: leave-one-out replay ablation proves which stored memory rows actually changed the action, so you can trust and prune your agent memory store.
python textual provenance ablation llm-agents agent-memory claude-code coding-agent ai-radar retrieval-attribution memory-influence-ledger
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Jul 20, 2026 - Python
Ablate your CLAUDE.md / AGENTS.md rules to see which ones actually change agent behavior vs. just cost tokens.
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Jul 1, 2026 - Python
Step-gated, reference-grounded Claude skills for laser process engineering — DOE for ablation/dicing, diagnostics, and operational SOPs.
laser manufacturing semiconductor doe process-engineering ablation battery-manufacturing claude-code claude-skills laser-dicing
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May 3, 2026 - Python
Reproducible agent harness ablations and verification traces
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Jul 26, 2026 - Python
Repository for Ablation Report for Schnapsen
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Jan 27, 2026 - Python
Benchmark scaffold for glyph-shape descriptors. Three borrowed baselines (ORB, Hu, HOG) run; our own descriptor can't yet — blocked on D-06 retrieval of two Indus source files. Methods package, not a glyph claim.
python methodology methods descriptors robustness gnosis ablation zer0pa glyph-engine borrowed-baselines package-boundary multi-seed
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Jun 19, 2026 - Python
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