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awesome-compose

Awesome Docker Compose samples

bandit-reco

bayes_logistic

Bayesian Logistic Regression using Laplace approximations to the posterior.

bidding-machine

An implementation of the TKDE paper "Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising"

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

dennybritz-reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

deploying_an_api

Basic tutorial to deploy a web API using Flask, Docker and Nginx.

gail_ppo_tf

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

ia316

Materials for Telecom ParisTech AI and e-commerce course.

ia316-2020

Materials for Telecom ParisTech AI and e-commerce course (IA316) in 2020.

maximal-revenue-rtb

A framework of maximal revenue bid strategy in Demand-Side Platforms

recsim

A Configurable Recommender Systems Simulation Platform

thibaultallart.github.io

thinning

Simulate Non Homogeneous Poisson Process

triplet_loss_tutorial

Basic triplet loss tutorial on MNIST dataset

tuto_deep_learning

Dockerfile for Chollet notebook on deep learning