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2018-kaggle-adtrackingfraud

2018 - Kaggle - TalkingData AdTracking Fraud Detection Challenge: Silver medal (银牌)

algo-practice

算法实践(JavaScript & Java)，排序，查找、树、两指针、动态规划等

almm_baseline

just baseline

awesome-papers

机器学习，深度学习，自然语言处理，计算机视觉方面的顶级期刊会议论文集

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bert-finetune

Archived: Performance optimized example for fine-tuning BERT

bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

bert_experimental

code and supplementary materials for a series of Medium articles about the BERT model

catdcgan

A DCGAN that generate Cat pictures 🐱‍💻

cf_gbdt_lr

简单的实现推荐系统的召回模型和排序模型，其中召回模型使用协同过滤算法，排序模型使用gbdt+lr算法

coding_practice

ctr_prediction

CTR prediction using FM FFM and DeepFM

ctrnet-tool

This's the tool for CTR, including FM, FFM, NFFM and so on.

cyclegan

Tensorflow implementation of CycleGANs

cyclegan-1

A simple code of CycleGAN which is easy to read is implemented by TensorFlow

deep-interest-network

deep_learning_estimator_labels

深度学习，针对多目标任务，在推荐算法的ctr预估等场景中的应用，项目使用tensorflow estimator进行封装，包括esmm、mmoe模型

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,NFFM

dien

fm-ffm

FM and FFM implement with tensorflow by Python

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

lightgbm-gbdt-lr

a python code of applying GBDT+LR for CTR prediction

ml_cia

公众号机器学习荐货情报局所有代码

mlliblearning

Spark MLlib Learning

mnist-dcgan-for-tensorflow

Simple DCGAN model for Tensorflow

nlp_xiaojiang

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

pseudo-labelling---a-semi-supervised-learning-technique

real_world_scala

an introduction book on real world's scala, including its main stream frameworks and MOMs...

recommendation-algorithm

This is to some demo works of recommendation system algorithm based on tensorflow 2.0, summarized by work and study。Hope to exchange ideas and welcome readers to correct!

recsys

LR, FM, DeepFM, xDeepFM, DIN等算法。采用TFRecords作为输入，方便实际场景应用。