SantanderAI repositories

14 repositories

sota-stressed-datasets
Public
Open benchmark datasets republished in stressed form to evaluate ML/LLM robustness. Curated by Santander AI Lab.
benchmark machine-learning research
benchmark machine-learning research ai evaluation open-data dataset uci datasets fairness
HTML
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Other
•14•41•1•5•Updated Sep 2, 2026Sep 2, 2026
mech-gov-framework
Public
Mechanical Governance for LLM Decisions — model-agnostic governance regimes (R1/R2/R3), hard gates, entropy commit-reveal and governance metrics for high-stakes…
python machine-learning ai-safety
python machine-learning ai-safety responsible-ai llm ai-governance learning-to-defer llm-evaluation decision-systems
Python
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Apache License 2.0
•34•77•1•2•Updated Sep 1, 2026Sep 1, 2026
auto-bayesian
Public
Config-driven, interpretable Bayesian network training for relational tabular data.
python open-source tabular-data
python open-source tabular-data bayesian-network santander automl interpretable-ml explainable-ai responsible-ai apache-2-0
Python
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Apache License 2.0
•20•41•0•2•Updated Sep 1, 2026Sep 1, 2026
linear-adapter-trainer
Public
Train linear embedding adapters with triplet loss to align retrieval embeddings with your queries (RAG).
nlp open-source adapter
nlp open-source adapter machine-learning information-retrieval ai retrieval pytorch embeddings santander
Python
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Apache License 2.0
•23•29•1•3•Updated Sep 1, 2026Sep 1, 2026
causal-perception-implementation
Public
Machine learning research code for causal perception: comparing competing structural causal models (SCMs) via interventional and counterfactual distributions, a…
python machine-learning research
python machine-learning research scikit-learn causality credit-scoring causal-inference fairness counterfactual responsible-ai
Python
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Apache License 2.0
•18•41•2•1•Updated Sep 1, 2026Sep 1, 2026
mutatis-mutandis
Public
Situation testing for discrimination analysis with counterfactual comparators — research code for the paper 'Mutatis Mutandis: Revisiting the Comparator in Disc…
python machine-learning research
python machine-learning research ai ml santander fairness fairness-testing algorithmic-fairness responsible-ai
Jupyter Notebook
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Apache License 2.0
•12•26•0•1•Updated Sep 1, 2026Sep 1, 2026
genetic-algorithm
Public
A dependency-free Python genetic-algorithm engine with pluggable fitness criteria — the reusable search core for an LLM/AI autoresearcher.
python open-source machine-learning
python open-source machine-learning ai optimization genetic-algorithm santander search-algorithm evolutionary-computation ai-agents
Python
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Apache License 2.0
•21•39•0•2•Updated Sep 1, 2026Sep 1, 2026
autoguardrails
Public
Alignment-research scaffold (autoresearch-style) for LLM guardrails: search over a single policy.md surface
python security benchmark
python security benchmark machine-learning ai jailbreak evaluation santander alignment ai-safety
Python
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Apache License 2.0
•36•130•0•2•Updated Sep 1, 2026Sep 1, 2026
ralph-vault-skill
Public
Skill to generate the knowledge vault for projects using the Ralph loop
python cli open-source
python cli open-source documentation ai santander developer-tools knowledge-base documentation-generator ai-agents
Python
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Apache License 2.0
•29•69•1•1•Updated Sep 1, 2026Sep 1, 2026
llm_bridge
Public
A tiny, vendor-neutral LLM client library — one interface (LLMClient) with pluggable adapters for OpenAI, AWS Bedrock and Google Gemini, or bring your own backe…
python open-source adapter
python open-source adapter sdk ai bedrock santander gemini openai vendor-neutral
Python
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Apache License 2.0
•32•78•2•4•Updated Sep 1, 2026Sep 1, 2026
gen-fraud-graph
Public
Synthetic fraud graph generator for benchmarking graph-based fraud detection models in financial services.
python open-source benchmark
python open-source benchmark machine-learning santander financial-services aml fraud-detection synthetic-data graph-neural-networks
Python
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Apache License 2.0
•79•281•3•3•Updated Sep 1, 2026Sep 1, 2026
ralph
Public
A configurable Bash/PowerShell loop that runs an AI coding CLI with a fresh session each iteration
bash agent cli
bash agent cli automation ai powershell gemini developer-tools codex developer-productivity
PowerShell
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Apache License 2.0
•29•93•2•1•Updated Sep 1, 2026Sep 1, 2026
cla
Public
SantanderAI Contributor License Agreement (ICLA). See CLA.md.
2•10•0•0•Updated Jul 21, 2026Jul 21, 2026
.github
Public
2•6•0•0•Updated Jul 10, 2026Jul 10, 2026

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Santander AI Open Source

All

14 repositories

sota-stressed-datasets

mech-gov-framework

auto-bayesian

linear-adapter-trainer

causal-perception-implementation

mutatis-mutandis

genetic-algorithm

autoguardrails

ralph-vault-skill

llm_bridge

gen-fraud-graph

ralph

cla

.github

Repositories list

14 repositories