elixir 34 beam 18 ai 17 research 16 otp 16 llm 14 statistical-testing 13 ensemble-methods 13 reliability 13 nx 6 functional-programming 6 phoenix 5 erlang 5 deep-learning 5 experiment-tracking 3 scholar 3 nshkr-crucible 3 mlops 3 benchmarking 3 ml-ops 3 gleam 3 rust 3 python 2 nshkr-ai-infra 2 linear-algebra 2 human-in-the-loop 2 datasets 2 statistics 2 neural-networks 2 neural-network 2 data-quality 2 transparency 2 axon 2 metrics 2 interpretability 2 explainability 2 data-science 2 data-loading 1 ethical-ai 1 dataset-management 1 gsm8k 1 humaneval 1 ml-datasets 1 mmlu 1 classification 1 elixir-library 1 gaussian-naive-bayes 1 research-metrics 1 knn-classifier 1 observability 1 linear-regression 1 monitoring 1 prediction 1 elixir-nx 1 transformer 1 fairness 1 ml-fairness 1 responsible-ai 1 qlearning 1 reinforcement-learning 1 bias-mitigation 1 text-processing 1 ai-firewall 1 bias-detection 1 ai-safety 1 algorithmic-fairness 1 content-filtering 1 guardrails 1 llm-security 1 prompt-injection 1 safety-constraints 1 security 1 security-framework 1 ai-fairness 1 ai-benchmarks 1 benchmark-datasets 1 telemetry 1 reliability-improvement 1 voting 1 anova 1 effect-size 1 hypothesis-testing 1 mann-whitney 1 power-analysis 1 statistical-analysis 1 t-test 1 testing-framework 1 ai-research 1 documentation 1 experiment-framework 1 llm-reliability 1 llm-testing 1 reproducible-research 1 research-framework 1 decision-trees 1 decision-tree 1 yggdr 1 distributed-systems 1 hedging 1 latency-optimization 1