nzbstn,github

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

dnn_ctr

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

fm_tensorflow

Factorization Machines implementation with Tensorflow

home_for_adser

some useful papers and blogs for people who are interested in online advertising

label_confusion_learning

Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"

leetcode

:pencil2: 算法相关知识储备 LeetCode with Python :books:

lightgbm-gbdt-lr

a python code of applying GBDT+LR for CTR prediction

model-predictive-control-demo

an simple model predictive control demo in matlab2018b

models

Models and examples built with TensorFlow

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等