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2018-ccf-bdci-china-unicom-research-institute-top2

2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名解决方案

2018-ijcai-top3

This 2018 IJCAI alimama Top3 Code

2018-kdd-cup-top1-solutions

2018 KDD Cup Top1 Solutions

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

alitanet

AlitaNet: A click through rate (ctr) prediction deep learning Network implementation with TensorFlow, including LR, FM, AFM, Wide&Deep, DeepFM, xDeepFM, AutoInt, FiBiNet, LS-PLM, DCN, etc.

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

bdc2017

basic version

bytedance_icme2019_challenge_baseline

Bytedance_ICME2019_challenge_baseline

ccf_2022_fxfz

返乡发展预测baseline

codes-for-wsdm-cup-music-rec-1st-place-solution

coordattention

Code for our CVPR2021 paper coordinate attention

crack_geetest

滑动验证码破解示例

danet

Dual Attention Network for Scene Segmentation

dashboard

https://firingcalorie.github.io/Dashboard/

data-competition-topsolution

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

datasets-for-recommneder-systems

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

deep-reinforcement-learning-algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,NFFM

dnn_ctr

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

first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

flask

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

harmonica

Code repository for the paper "Hyperparameter Optimization: A Spectral Approach" by Elad Hazan, Adam Klivans, Yang Yuan.

ijcai-2018

ijcai-2018 top1 solution

incertae

Code for MC Dropout and Model Ensembling Uncertainty Estimate experiments

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lofo-importance

Leave One Feature Out Importance

machinelearningtrick

Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest

makeittalk

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.