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ad-papers

Papers on Computational Advertising

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

banditlib

Multi-armed bandit simulation library

betterquant

📈 Better Quant

byteps

A high performance and general framework for distributed training

cikm-applied_research-2150

This repository contains code and dataset links for CIKM-2150: BotSpot:A Hybrid Learning Framework to Uncover Bot Install Fraud in Mobile Advertising

essentialmath

flann

Fast Library for Approximate Nearest Neighbors

flowcharts

fundamentals-of-deep-learning-book

Code companion to the O'Reilly "Fundamentals of Deep Learning" book

jdbuyer

京东抢购自动下单助手，GUI 支持 Windows 和 macOS

lightctr

A light-weight framework that combines mainstream algorithms of Click-Through-Rate Based Machine Learning and Deep Learning.

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

mixmatch

openscoring

REST web service for the true real-time scoring (<1 ms) of R, Scikit-Learn and Apache Spark models

practical_dl

Fork of Lempitsky DL for HSE master students.

practical_rl

A course in reinforcement learning in the wild

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

tensorflow

Open source software library for numerical computation using data flow graphs.

twitter-recommendation-algorithm

Source code for Twitter's Recommendation Algorithm

vmaf

Perceptual video quality assessment based on multi-method fusion.

xgboost

eXtreme Gradient Boosting (Tree) Library