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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-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.

awesome-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

chinesecodinginterviewappendix

The source code for the appendix part of the Chinese version of the book Coding Interviews

chinesener

A neural network model for Chinese named entity recognition

cluedatasetsearch

搜索所有中文NLP数据集，附常用英文NLP数据集

coflow-benchmark

Synthesized data from real-world traces of data-intensive applications for coflow benchmarking.

coflowsim

Flow-level simulator for coflow scheduling used in Varys and Aalo

consert

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

cs229

Apply reinforcement on Ads Pacing Optimization

cs231n

dbscan

DBSCAN for various Distance calculate methods

dbscan-1

Python implementation of 'Density Based Spatial Clustering of Applications with Noise'

decima-sim

Learning Scheduling Algorithms for Data Processing Clusters

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)

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

deepframeworks

Evaluation of Deep Learning Frameworks

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeprl

DRL的笔试题/面试题

deepwalk

DeepWalk - Deep Learning for Graphs

demo-routenet

Demo of RouteNet in ACM SIGCOMM'19

dga_classifier

Sample DGA classifier

dien