counterfactuals Goto Github PK
Type: Organization
Type: Organization
Code used for Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications
Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data
An index of algorithms for learning causality with data
Bootstrap Elastic net regression from Time Series is a vector-autoregressive approach to causal inference from gene expression time series data.
Code and notebooks for my Medium blog posts
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
A Python package for modular causal inference analysis and model evaluations
CausalLift: Causality-based Uplift Modeling in real-world business
Uplift modeling and causal inference with machine learning algorithms
R script for the covid balf data analysis
My implementation of 85+ popular data structures and algorithms and interview questions in Python 3 and C++
Repository for Deep Structural Causal Models for Tractable Counterfactual Inference
Data and code for the manuscript "Unraveling Chemical Dispersant and Salinity Effects on Crude Oil Biodegradation via Causal Inference"
A Causal Inference Framework for Environmental Data Analysis
Explainer for black box models that predict molecule properties
Sklearn-compatible interpretability implementations and demos. Accompanying slides: https://bit.ly/2xxA2Lx
Accurate prediction of central blood pressure from radial blood pressure in the Intensive Care Unit
This is repository of my YouTube Course on End to End Apache Spark in AIEngineering YouTube Channel
Demo project to show how Machine Learn Models are deployed on production using Flask API
Machine Learning and Artificial Intelligence for Medicine.
Some notes on Causal Inference, with examples in python
A Brief Overview of Causal Inference (xaringan presentation)
Data Efficient Decision Making
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.