0.10.0 (2021-02-19)

CausalML surpassed 235,000 downloads!
We have 5 new community contributors, Suraj (@surajiyer), Harsh (@HarshCasper), Manoj (@manojbalaji1), Matthew (@maccam912) and Václav (@vaclavbelak). Thanks for the contribution!

Major Updates

Add Policy learner, DR learner, DRIV learner by @huigangchen (#292)
Add wrapper for CEVAE, a deep latent-variable and variational autoencoder based model by @ppstacy (#276)

Add propensity_learner to R-learner by @jeongyoonlee (#297)
Add BaseLearner class for other meta-learners to inherit from without duplicated code by @jeongyoonlee (#295)
Fix installation issue for Shap>=0.38.1 by @paullo0106 (#287)
Fix import error for sklearn>= 0.24 by @jeongyoonlee (#283)
Fix KeyError issue in Filter method for certain dataset by @surajiyer (#281)
Fix inconsistent cumlift score calculation of multiple models by @vaclavbelak (#273)
Fix duplicate values handling in feature selection method by @manojbalaji1 (#271)
Fix the color spectrum of SHAP summary plot for feature interpretations of meta-learners by @paullo0106 (#269)
Add IIA and value optimization related documentation by @t-tte (#264)
Fix StratifiedKFold arguments for propensity score estimation by @paullo0106 (#262)
Refactor the code with string format argument and is to compare object types, and change methods not using bound instance to static methods by @HarshCasper (#256, #260)