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14 repositories

cla
Public
SantanderAI Contributor License Agreement (ICLA). See CLA.md.
3•10•0•0•Updated Jul 21, 2026Jul 21, 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
•
Apache License 2.0
•22•40•0•0•Updated Jul 16, 2026Jul 16, 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
•
Apache License 2.0
•74•271•3•2•Updated Jul 16, 2026Jul 16, 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
•
Apache License 2.0
•35•125•0•1•Updated Jul 16, 2026Jul 16, 2026
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
•
Other
•15•40•1•0•Updated Jul 16, 2026Jul 16, 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
•
Apache License 2.0
•29•69•1•0•Updated Jul 15, 2026Jul 15, 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
•
Apache License 2.0
•13•25•0•0•Updated Jul 15, 2026Jul 15, 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
•
Apache License 2.0
•31•76•0•0•Updated Jul 15, 2026Jul 15, 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
•17•39•1•0•Updated Jul 15, 2026Jul 15, 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
•31•78•1•1•Updated Jul 15, 2026Jul 15, 2026
.github
Public
2•6•0•0•Updated Jul 10, 2026Jul 10, 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•28•2•1•Updated Jul 10, 2026Jul 10, 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
•19•40•0•1•Updated Jul 10, 2026Jul 10, 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•88•1•0•Updated Jul 10, 2026Jul 10, 2026

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Santander AI Open Source

All

All

14 repositories

cla

genetic-algorithm

gen-fraud-graph

autoguardrails

sota-stressed-datasets

ralph-vault-skill

mutatis-mutandis

mech-gov-framework

causal-perception-implementation

llm_bridge

.github

linear-adapter-trainer

auto-bayesian

ralph

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Repositories list

14 repositories