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algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

autocut

用文本编辑器剪视频

book

books

编程电子书目录带下载地址

cplusplusthings

C++那些事

cs-base

图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com

cs-self-learning

计算机自学指南

dbvsr

This repository is an official PyTorch implementation of the paper "Deep Blind Video Super-resolution"

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeprec

DeepRec is a recommendation engine based on TensorFlow.

detection-toolbox

this is a toolbox for object detection,which contain some universal code.

drl

Deep Reinforcement Learning

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

fuxictr

A configurable, tunable, and reproducible library for CTR prediction

graph-learn

An Industrial Graph Neural Network Framework

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

llama

Inference code for LLaMA models

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

maskscoring_rcnn

Codes for paper "Mask Scoring R-CNN".

mmdetection

Open MMLab Detection Toolbox and Benchmark

nas_fpn_tensorflow

NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.

paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

recommend-estimators

Classical RecSys algorithms implemented by using TensorFlow Estimators

recommenders

Best Practices on Recommendation Systems

recommendersystem

smpr

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

the-algorithm

Source code for Twitter's Recommendation Algorithm