AzizIlyosov's repositories
A-Recsys
A Tensorflow based implicit recommender system
attentional_factorization_machine
TensorFlow Implementation of Attentional Factorization Machine
candidate-selection-tutorial
SIGIR 2017 Candidate Selection Tutorial (http://sigir.org/sigir2017/program/tutorials/#candidate)
csc321_projects
This repo contains all the projects I completed for my first machine learning course
ctr-algorithms-ipinyou
在ipinyou数据集上实现了ctr预测常用算法
CTR_Prediction
CTR prediction using FM FFM and DeepFM
Deep-Reinforcement-Learning-Recommendation-System
Deep-Reinforcement-Learning-Recommendation-System
deep_learning_recsys
Deep Learning for Recommender Systems - Master Thesis, Current Results and Architecture
DeepCoNN
This is our implementation of DeepCoNN
DSSM
An implementation of the paper: Learning Deep Structured Semantic Models for Web Search using Clickthrough Data
GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Improving-RNN-recommendation-model
Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.
kaggle_criteo_ctr_challenge-
This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。
models
Model configurations
mtg_data_mining
Data-mining approach with the support of the card game Magic the gathering
nlp_tasks
Natural Language Processing Tasks and References
OpenCV-Python-Tutorial
OpenCV问答群1,QQ群号:187436093
product-nets
Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.
self-driving-car
Udacity Self-Driving Car Engineer Nanodegree projects.
Tencent-competition----Conversion-rate-estimation
【腾讯社交广告算法大赛_决赛排名35】以移动app广告为研究对象，根据给定广告、用户和上下文情况信息，预测app广告点击后被激活的概率
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
tf_tutorial_plus
Tutorials for TensorFlow APIs the official documentation doesn't cover
timeseries_gan
A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.
Udacity_SelfDrivingCar
Projects of Udacity Self Driving Car
WideDeepSequenceAttentionFrame
Wide And Deep Sequence model Attention Mechanism