leeosha

bert

TensorFlow code and pre-trained models for BERT

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

paper-reading

深度学习经典、新论文逐段精读

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

UBR4CTR

UBR4CTR is the code for our proposed User Behavior Retrieval for CTR Prediction framework in SIGIR 2020.

Code-for-MAMO

The code for paper MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation

DropoutNet

Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

spinningup

An educational resource to help anyone learn deep reinforcement learning.

DeepReinforcementLearning-Tensorflow

tsfresh

Automatic extraction of relevant features from time series:

shap

A game theoretic approach to explain the output of any machine learning model.

cvxpylayers

Differentiable convex optimization layers

algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

Tencent2019_Preliminary_Rank1st

The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.

bert4keras

keras implement of transformers for humans

WikiSQL

A large annotated semantic parsing corpus for developing natural language interfaces.

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

awesome-knowledge-distillation

Awesome Knowledge Distillation

HAN

Heterogeneous Graph Neural Network

google-research

Google Research

Event2vec

Representation Learning for Heterogeneous Information Networks via Embedding Events

deepmcp

Deep Matching, Correlation and Prediction (DeepMCP) Model

deep-content-user

An implementation of "Deep Content-User Embedding Model for Music Recommendation" in Keras

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

GraphGAN

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP)

DKN

A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)

KPRN

Reasoning Over Knowledge Graph Paths for Recommendation