Pinned Repositories
Adadelta
Logistic Regression using Adadelta and Adagrad
alphaPLM
Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.
attentional_factorization_machine
TensorFlow Implementation of Attentional Factorization Machine
capsule-networks
A Tensorflow implementation of Capsule Networks
deep-ctr
deep_recommend_system
Deep learning recommend system with TensorFlow
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
DiFacto
Distributed Factorization Machines and LR
fast_rgf
Multi-core implementation of Regularized Greedy Forest
wormhole
Portable, Scalable and Reliable Distributed Machine Learning, support various platforms including Hadoop YARN, MPI, etc.
huangpingchun's Repositories
huangpingchun/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
huangpingchun/lambdaFM
Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank and Factorization Machines.
huangpingchun/ps-lite
A lightweight parameter server interface
huangpingchun/tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
huangpingchun/xlearn
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
huangpingchun/Adept
Fast automatic differentiation library in C++
huangpingchun/alphaFM
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
huangpingchun/alphaFM_softmax
Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.
huangpingchun/AMSGrad-Tensorflow
Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)
huangpingchun/AutoX
AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.
huangpingchun/causalml
Uplift modeling and causal inference with machine learning algorithms
huangpingchun/CoDiPack
Fast gradient evaluation in C++ based on Expression Templates.
huangpingchun/dagre-d3
A D3-based renderer for Dagre
huangpingchun/DeepInterestNetwork
huangpingchun/deeplearning
深度学习相关的模型训练、评估和预测相关代码
huangpingchun/DRL-FlappyBird
Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)
huangpingchun/fucking-algorithm
手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
huangpingchun/GRU4Rec_TensorFlow
TensorFlow implemenation of GRu4Rec model
huangpingchun/LightCTR
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction Based Machine Learning, Deep Learning and Philosophy of Parameter Server.
huangpingchun/math
Stan Math Library
huangpingchun/pareto.py
Nondominated sorting for multi-objective problems
huangpingchun/ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
huangpingchun/Recommend-Estimators
Classical RecSys algorithms implemented by using TensorFlow Estimators
huangpingchun/rgf
Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, various language-specific wrappers.
huangpingchun/tangent
Source-to-Source Debuggable Derivatives in Pure Python
huangpingchun/tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
huangpingchun/TensorFlow_Engineering_Implementation
The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>
huangpingchun/tf_repos
TensorFlow Script
huangpingchun/tinyflow
Tutorial code on how to build your own Deep Learning System in 2k Lines
huangpingchun/x-deeplearning
An industrial deep learning framework for high-dimension sparse data