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deep_ctr

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

deepmcp

Deep Matching, Correlation and Prediction (DeepMCP) Model

deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

deepwalk

DeepWalk - Deep Learning for Graphs

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

dien

din-pytorch

PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction

dl_ctr

基于科大讯飞AI营销算法比赛实现CTR深度学习方法

dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

docs

TensorFlow documentation

ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

graph-neural-network-review

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

hihocode

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。

jieba

结巴中文分词

joint-bayesian

Face verify using Joint Bayesian, implemented by Python

joyful-pandas

Pandas中文教程

kaggle-web-traffic

1st place solution

knowledgegraphcourse

东南大学《知识图谱》研究生课程

learn-nlp-with-transformers

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

learn_dl

Deep learning algorithms source code for beginners

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-learning-in-action-python3

Data&code for Machine-Learning-in-Action by Python3 | 《机器学习实战》数据与Python3源码:cat2:

machine-learning-notes

周志华《机器学习》手推笔记

machine-learning-session

machinelearning

【火炉炼AI】-机器学习系列文章

machinelearning-1

Machine learning resources，including algorithm, paper, dataset, example and so on.

machinelearning-2

Basic Machine Learning and Deep Learning