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1. RudrenduPaul RudrenduPaul Public

   GitHub profile README

   1

2. huggingface/transformers huggingface/transformers Public

   🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

   Python 163k 33.9k

3. product-experimentation-causal-inference-genai-llm product-experimentation-causal-inference-genai-llm Public

   Companion notebooks for the FreeCodeCamp causal inference for GenAI/LLM series — Difference-in-Differences, propensity scores, RDD, synthetic control, and more

   Jupyter Notebook 2

4. ai-governance-toolkit ai-governance-toolkit Public

   Companion code for The AI Governance Handbook (FreeCodeCamp): model cards, bias detection, audit trails, and human-in-the-loop escalation for responsible ML systems

   Python 2

5. agent-eval agent-eval Public

   Statistical regression testing for LLM agents. Run your agent 50x on version A and B, get a p-value and effect size on whether behavior actually changed.

   Python

6. agent-observability agent-observability Public

   Deterministic record/replay for LLM agents. Capture a failing run once, reproduce it offline in under 2ms with zero API calls, on any Python HTTP client.

   Python