elixir 32 beam 17 research 16 otp 16 ai 16 llm 14 statistical-testing 13 reliability 13 ensemble-methods 13 functional-programming 6 deep-learning 5 nx 5 phoenix 5 erlang 4 nshkr-crucible 3 scholar 3 benchmarking 3 mlops 3 rust 3 ml-ops 3 experiment-tracking 3 gleam 3 datasets 2 transparency 2 neural-networks 2 human-in-the-loop 2 metrics 2 nshkr-ai-infra 2 interpretability 2 axon 2 statistics 2 neural-network 2 data-quality 2 explainability 2 data-science 2 linear-algebra 2 distributed-systems 1 hedging 1 latency-optimization 1 active-learning 1 latency-reduction 1 performance-optimization 1 request-hedging 1 tail-latency 1 ai-research 1 documentation 1 experiment-framework 1 llm-reliability 1 llm-testing 1 reproducible-research 1 research-framework 1 qlearning 1 monitoring 1 observability 1 research-metrics 1 telemetry 1 data-checking 1 data-integrity 1 data-validation 1 ml-pipelines 1 quality-assurance 1 validation 1 explainable-ai 1 feature-attribution 1 lime 1 model-interpretability 1 shap 1 xai 1 ai-benchmarks 1 benchmark-datasets 1 data-loading 1 dataset-management 1 gsm8k 1 humaneval 1 ml-datasets 1 mmlu 1 robustness 1 security-testing 1 logistic-regression 1 anova 1 effect-size 1 hypothesis-testing 1 mann-whitney 1 power-analysis 1 statistical-analysis 1 t-test 1 testing-framework 1 decision-tree 1 yggdr 1 c 1 cblas 1 jupyter-notebook 1 matrix 1 numpy 1 decision-trees 1 onnx 1 onnxruntime 1 hugging-face 1 pre-trained 1 transformer 1