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pingchun.huang's Projects

adadelta icon adadelta

Logistic Regression using Adadelta and Adagrad

adept icon adept

Fast automatic differentiation library in C++

alphafm icon alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

alphafm_softmax icon alphafm_softmax

Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.

alphaplm icon alphaplm

Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.

amazon-dsstne icon amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

amsgrad-tensorflow icon amsgrad-tensorflow

Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

autox icon autox

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe2 icon caffe2

This is currently an experimental refactoring of Caffe.

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

codipack icon codipack

Fast gradient evaluation in C++ based on Expression Templates.

cxxnet icon cxxnet

move forward to https://github.com/dmlc/mxnet

deepctr icon 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

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