Pinned Repositories
Ad-papers
Papers on Computational Advertising
Ai-Learn
人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
asgd
Averaged Stochastic Gradient Descent Classifiers
Awesome-Chinese-LLM
整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。
awesome-community-detection
A curated list of community detection research papers with implementations.
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
awesome-network-embedding
A curated list of network embedding techniques.
Kaggle-Competition-Favorita
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
tensorflow-zh
谷歌全新开源人工智能系统TensorFlow官方文档中文版
heyuanhao's Repositories
heyuanhao/rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
heyuanhao/nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
heyuanhao/ESMM-1
阿里巴巴ESMM模型解读
heyuanhao/text_matching
常用文本匹配模型tf版本,数据集为QA_corpus,持续更新中
heyuanhao/Reco-papers
Classic papers and resources on recommendation
heyuanhao/ddl-benchmarks
ddl-benchmarks: Benchmarks for Distributed Deep Learning
heyuanhao/awesome-reinforcement-learning-zh
中文整理的强化学习资料(Reinforcement Learning)
heyuanhao/esmm
ctr、cvr预估
heyuanhao/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
heyuanhao/Ad-papers
Papers on Computational Advertising
heyuanhao/CLUEDatasetSearch
搜索所有中文NLP数据集,附常用英文NLP数据集
heyuanhao/zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
heyuanhao/Ai-Learn
人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
heyuanhao/awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
heyuanhao/RecSys
计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
heyuanhao/tensorflow_practice
tensorflow实战练习,包括强化学习、推荐系统、nlp等
heyuanhao/infomap
Multi-level network clustering based on the Map Equation
heyuanhao/awesome-community-detection
A curated list of community detection research papers with implementations.
heyuanhao/awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
heyuanhao/BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
heyuanhao/deep-ctr-prediction
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
heyuanhao/awesome-network-embedding
A curated list of network embedding techniques.
heyuanhao/zh-NER-TF
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
heyuanhao/dssm
DSSM and Multi-View DSSM
heyuanhao/rl_learn
我的强化学习笔记和学习材料:book: still updating ... ...
heyuanhao/LightGBM
A fast, distributed, high performance gradient boosting (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.
heyuanhao/GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
heyuanhao/Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
heyuanhao/dien
heyuanhao/Graph-Neural-Network-Review