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deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deepbayes-2018

Seminars DeepBayes Summer School 2018

deepctr

This project contains several DNN models for for CTR/CVR implenmented with tf and keras

deepinterestnetwork

deeplearning

深度学习相关的模型训练、评估和预测相关代码

deeplearning-1

Deep Learning (Python, C, C++, Java, Scala, Go)

deeplearning-assignment

吴恩达-深度学习-课后作业-答案与总结

deeplearning-wangshusen

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepwalk

DeepWalk - Deep Learning for Graphs

dien

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。

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

dl-to-rank

Learning to Rank with Deep Neural Networks

dml

MLib, Involved with: TopicModel、LR、GBDT、TimeSeries、Word[Doc] Embedding、graph，etc

dnn_ctr

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

drr

code for the paper "Personalized Re-ranking for E-commerce Recommender Systems"

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

effectivetensorflow

TensorFlow tutorials and best practices.

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

estimator

TensorFlow Estimator

estimator-1

train, evaluate and deploy model using tf-estimator

euler

A distributed graph deep learning framework.

facets

Visualizations for machine learning datasets

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

faiss

A library for efficient similarity search and clustering of dense vectors.

fast_tffm

fast_tffm: Tensorflow-based Distributed Factorization Machine

fastai

The fast.ai deep learning library, lessons, and tutorials

fastertransformer

Transformer related optimization, including BERT, GPT

ffm_mpi

LR、FM model solved by ftrl and sgd parallel on MPI