zhxwmessi Goto Github PK

alphaplm

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

atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment.

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

auc-caculate-mpi

caculate AUC in parallel

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

awesome-rl

Reinforcement learning resources curated

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

benchmark_spmv_using_csr5

CSR5-based SpMV on CPUs, GPUs and Xeon Phi

cumf_sgd

CUDA Matrix Factorization Library with Stochastic Gradient Descent (SGD)

deeplearning-mxnet

Mxnet for CTR

difacto2_ffm

Distributed Fieldaware Factorization Machines based on Parameter Server

difacto_dmlc

Distributed FM and LR based on Parameter Server with Ftrl

emf

fast_rgf

Multi-core implementation of Regularized Greedy Forest

field-aware-factorization-machine-mpi

LR、FM、FFM model solved by ftrl and sgd parallel on MPI

field-aware-factorization-machine-ps

LR model solved by ftrl and sgd parallel on parameter server(ps-lite). FM、FFM model in the future

fm_dmlc

Distributed FM and LR based on Rabit with Lbfgs

ftrl_proximal_lr

Multithreaded Asynchronous FTRL Proximal Implementation

gdbgui

A modern, browser-based frontend to gdb (gnu debugger). Add breakpoints, view stack traces, and more in C, C++, Go, and Rust! Simply run gdbgui from the terminal and a new tab will open in your browser.

gitgutter

A Sublime Text 2/3 plugin to see git diff in gutter

kaggle-2014-criteo

libffm-ftrl

libffm with ftrl updater

light-ffm

light-matrix

A Light-weight and Fast Template Matrix Library

logistic-regression-ftrl-ps

logistic regression model by ftrl based on ps-lite(parameter server)

logistic-regression-owlqn-mpi

logistic regression model solved by owlqn based on MPI

ml-matrix

Distributed Matrix Library

mx-maskrcnn

A MXNet implementation of Mask R-CNN