📑 My approach to an analysis or product produced with R
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May 26, 2021
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reproducability
Here are 9 public repositories matching this topic...
Composable, offline, stdlib-only verifier for re-derivable, attested artifacts — recompute the answer, don't trust the claim. Apache-2.0.
python cli verification audit provenance integrity compliance attestation verifier determinism reproducability trustworthy-ai agent-verification ai-saftey
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Jul 14, 2026 - Python
PromptHub™ : Creates cryptographically signed Ed25519 provenance for deterministic workflows. Automate your prompt archiving and index all of your inputs.
cli automation cryptography terminal command-line markup cv developer-tools ed25519 help-wanted authorship-attribution cli-tool efficiency-tool fastapi reproducability contribute-here prompt-engineering ai-provenance prompt-hub ed25519-signature
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Aug 17, 2026 - Python
The Reproducibility of Deep Learning-Based Segmentation of the Prostate Gland and Zones on T2-Weighted MR Images
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Dec 15, 2021 - MATLAB
Deterministic, read-only trust gate for agentic science — flags a result quietly built on stale or version-conflicting provenance, in Claude Science.
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Jul 14, 2026 - HTML
Auditable Flourishing (AF) — a rigorous framework for evaluating flourishing through auditable claims, rights constraints, evidence, and measurable welfare outcomes.
rights decision-making assurance governance responsible-ai reproducability flourishing auditability framework-evaluation mathgov ripplelogic auditable-flourishing rights-based
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Aug 16, 2026 - Python
External paired-scanner validation of Paired-Acquisition Neural Factorization on a public multi-scanner canine SCC histopathology benchmark.
representation-learning computational-pathology histopathology reproducability domain-shift scanner-bias paired-acquisition
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Jul 20, 2026 - Python
A package-lock.json for Hugging Face models and datasets. Freeze Hugging Face Hub dependencies with deterministic lockfiles, immutable source pins, update diffs, and offline CI checks.
python machine-learning transformers datasets lockfile dependency-management model-versioning peft mlops huggingface supply-chain-security reproducability diffusers huggingface-hub
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Jul 22, 2026 - Python
Work for Lambda School DSPT6 Unit 3 Sprint 1
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Dec 8, 2022 - Python
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