cuped 开源项目推荐（98 个）

e10v /tea-tasting

A Python package for the statistical analysis of A/B tests

DSXiangLi /Paper_CausalInference_abtest

因果推理&AB实验相关论文小书库

causalis-causalcraft /Causalis

Causalis - State-of-the-art robust causal inference for experiments and observational data in python

geangohn /abtester

Theory and implementatuon of various A/B experiments

Giminosk /AB-testing

AB testing, stattests, poisson bootstrap, cuped, linearization

NikitaBoyarkin /ab_test

Calibration-driven A/B testing toolkit: SRM, CUPED/CUPAC, delta-method ratio metrics, sequential and Bayesian methods, each validated by tests.

lcx0731 /cuped-variance-reduction-lab

Monte Carlo audit of CUPED variance reduction and post-treatment bad controls

nktnlx /ab_testing_advanced_course

A/B testing statistics, design, increasing sensitivity, multiple experiments comparison, traffic splitting and full A/B testing pipeline in Python

mariakasimceva0305-ux /cuped-vwe-experiments

Синтетические A/B-эксперименты: CUPED, взвешенные оценки, bias и покрытие интервалов.

evidenceinthewild /zetyra-validation

896 tests / 42 scripts validating Zetyra calculators (GSD, CUPED, Bayesian, SSR incl. Single-Arm, RAR, Master Protocol). Replicates 8 published trials (Salk, DAPA-HF, PACIFIC, MONALEESA-7, I-SPY 2, STAMPEDE, REMAP-CAP, NCT03377023) + Leyrat 2024.

tkarim45 /experimentation-engine

A/B testing engine: frequentist + Bayesian + CUPED variance reduction + peeking-safe sequential testing

varadharajanv0310 /sequent

A/B testing engine with always-valid sequential inference (mSPRT) — peek continuously without inflating false positives. CUPED variance reduction, SRM detection, guardrails. FastAPI + React.

janeruxi1 /ab-testing-real-experiments

End-to-end A/B test analysis on real experiments: a 64,000-customer e-mail test taken from analysis plan to rollout, and 22,743 Upworthy headline tests read as a testing programme. Demonstrates pre-registration, sample-ratio checks, CUPED-style adjustment, sizing a test and its holdback, the winner’s curse, and stakeholder communication.

VictorChepkasov /ab-week-shad

Тыкаюсь в темах интенсива A/B-week от ШАДа

aditiputtur /abforge

A Python package for the full A/B test lifecycle, from power analysis to sequential monitoring and variance reduction

advaithvemurisai /retail-ab-lab

RetailLab: should a retailer keep sending its marketing e-mail? Prices a 64k-customer randomized experiment at sector margins into Ship / Don't Ship / Keep Testing / Don't Trust.

freena22 /experimentation-playbook

An end-to-end A/B testing program review: 6 experiments, 2 ships, and the decision-quality framework behind them

Vamakshi6402 /Experimentation-Readouts-MDE-Power-Analysis

End-to-end A/B experimentation toolkit: experiment readouts, MDE & power calculations, CUPED variance reduction, and decision-focused reporting in a Big Tech economist style.

HuseinGhadiali /upi-cashback-ab-test

A/B test readout for a UPI cashback: power, SRM root-cause, CUPED, Holm-corrected segments, novelty, guardrails and an ROI rollout decision

ShivakrishnaMacha /ab-test-analysis-toolkit

A/B test analysis toolkit: power analysis, CUPED variance reduction, SRM detection, guardrail metrics