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ad-papers

Papers on Computational Advertising

ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer and Reinforcement Learning.

bert-chinese-text-classification-and-deployment

简单高效的Bert中文文本分类模型开发和部署

ctr_algorithm

一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM，xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）

data

data

deepctr

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

diagnosis

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

headless-ib-gateway-installation-ubuntu-server

Interactive Brokers: Headless IB Gateway Installation using IBController on Ubuntu Server

http_server

实现http服务器，支持文件夹/文件上传和下载

ib-gateway-docker

Docker image with IB Gateway and IBC

ib_insync

Python sync/async framework for Interactive Brokers API

ibc

Automation of Interactive Brokers TWS. You can download the latest release here: https://github.com/ibcalpha/ibc/releases/latest

kafka-flink-hdfs

Flink消费kafka数据入HDFS

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese

lichee

一个多模态内容理解算法框架，其中包含数据处理、预训练模型、常见模型以及模型加速等模块。

lstm-crf

implement of LSTM+CRF with pytorch

math_book

models

Models and examples built with TensorFlow

mytt

MyTT将通达信,同花顺,文华麦语言等指标公式,最简移植到Python中,核心库单个文件，仅百行代码,十几个核心函数，神奇的实现所有常见技术指标算法（不依赖talib库）的纯python实现和转换通达信MACD,RSI,BOLL,ATR,KDJ,CCI,PSY等公式,全部基于pandas函数计算方法封装，简洁且高性能，能非常方便的应用在股票指标公式,股市期货量化框架分析,自动程序化交易,数字货币量化等领域,它是您最精练的股市量化工具。Python library with most stock market indicators.

netron

Visualizer for neural network, deep learning, and machine learning models

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

paper_writing_tips

poetry

非常全的古诗词数据，收录了从先秦到现代的共计85万余首古诗词。

publearnnotes

大数据学习笔记

public

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book ，配套视频教程：https://www.bilibili.com/video/BV1Mh411e7VU

pyqt-fluent-widgets

A fluent design widgets library based on C++ Qt/PyQt/PySide. Make Qt Great Again.

pytorch-nlu

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.