runzhestat Goto Github PK
Type: User
Type: User
This is the repo for the source code of the AAAI2021 paper ``Near-Optimal MNL Bandits Under Risk Criteria"
Public repository for the work on bandit problems
A Tutorial on Causal Decision Making with an Accompanying Python Package
Uplift modeling and causal inference with machine learning algorithms
Code accompanying the Neurips 2019 paper "Stochastic Bandits with Context Distributions"
Models and examples built with TensorFlow
The code for the SRDQN algorithm to train an agent for the beer game problem
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Code for Efficient Policy Learning from Surrogate-Loss Classification Reductions paper
Google Research
Movie Recommendation using Cascading Bandits namely CascadeLinTS and CascadeLinUCB
PCMC-Net: Feature-based Pairwise Choice Markov Chains
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Replication Code for Paper "Stochastic Optimization Forests".
Implementation of "Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Makingโ(ICML 2020) in Python
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.