casual-inference

There are 2 repositories under casual-inference topic.

• vkoul / Econ-Data-Science

  Articles/ Journals and Videos related to Economics:chart_with_upwards_trend: and Data Science :bar_chart:

  economicsdata-sciencemachine-learningsocial-scienceseconomisteconometricscasual-inference
  Language:HTML 120

• kailiang-zhong / DESCN

  Implementation of paper DESCN, which is accepted in SIGKDD 2022.

  casual-inferencetreatment-effectsuplift-modelingkdd2022sigkdddeep-learning
  Language:Jupyter Notebook 48

• candostdagdeviren / flying-ml-dl-ai

  Just to keep track of nice blog posts and new announcements related to machine learning, deep learning and artificial intelligence

  artificial-intelligenceartificial-intelligence-algorithmscasual-inferencedatasetdeep-learningdeep-learning-algorithmsdeep-reinforcement-learningmachine-learningmachine-learning-algorithmsneural-network
  8

• SourangshuGhosh / py-bbn

  Inference in Bayesian Belief Networks using Probability Propagation in Trees of Clusters (PPTC) and Gibbs sampling

  approximate-inference-algorithmbayesian-belief-networkscasual-inferencegibbs-sampling-algorithminferenceprobability-propagation
  Language:Jupyter Notebook 3

• wu-zhengdong / ClinicalTools

  Clinical-AI Research Framework

  clinical-researchshapmachine-learningcase-control-studiescohort-studiesinterdisciplinarycasual-inference
  Language:Jupyter Notebook 2

• abel-blue / breastCancer-causal-Inference

  Important link of cancer epidemiology and cancer prevention.

  casual-inferencemachine-learningbreast-cancer-wisconsincancer-detection
  Language:Jupyter Notebook 1

• cmdecesaris / Casual-Inference-Gun-Laws

  Explores the relationship between population demographics, various crime rates, and shall carry gun laws across different regions of the United States between 1977-1999 using a propensity weighted mixed linear effects model.

  propensity-modellinglinear-modelscasual-inferencemixed-effects-models
  Language:CSS 0

• venkat-a / GoodBelly-Marketing-Analytics-Project

  Marketing strategies on the sales volume and average retail price (ARP) of Good Belly products. Using a dataset encompassing sales, promotions, and demographic information across multiple regions, this project employs causal analysis and multiple linear regression to provide insights into the effectiveness of marketing activities.

  casual-inferencedescriptive-statisticsexploratory-data-analysislogistic-regressionmanagerial-economicsmetric-analysismodel-evaluation-and-tuningrprogrammingstatistical-analysis
  0

• Doro97 / Breast-Cancer-Diagnosis

  Causal inference can be defined as the process by which causes are inferred from the data. In this project, data from breast cancer diagnosis is analyzed and causes inferred from this analysis.

  machine-learningcasual-inference
  Language:Jupyter Notebook

• lianxhcn / CIP

  Causual Inference using Panel Data

  casual-inferencedidpanel-datasdidcsdid