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ctr_nn

基于深度学习的CTR预估，从FM推演各深度学习CTR预估模型（附代码）

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-zh

《动手学深度学习》

daily-interview

data-competition

some solutions about data competition

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

data-mining-papers

collection of data mining papers and notes

data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datacastle_subsidy

Datacastle助学金精准预测冠军代码

datascicomp

A collection of popular Data Science Competitions

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

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-x

a project about deep learning

deep_ctr

deepffm

deepie

DeepIE: Deep Learning for Information Extraction

deeplearning

深度学习相关的模型训练、评估和预测相关代码

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

deeprec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

diffusion-models-papers-survey-taxonomy

Diffusion model papers, survey, and taxonomy

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dlrm

An implementation of a deep learning recommendation model (DLRM)