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Sanche's Projects

adaboost icon adaboost

Small and easy C++ AdaBoost Implementation

alphafm icon alphafm

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

alphago icon alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

bayespa icon bayespa

Online Max-Margin Topic Models for Accurate and Fast Text Classification [release v0.1]

bistro icon bistro

Bistro is a flexible distributed scheduler, a high-performance framework supporting multiple paradigms while retaining ease of configuration, management, and monitoring.

blitzl1 icon blitzl1

Fast, principled L1-regularized loss minimization

brpc icon brpc

Most common RPC framework used throughout Baidu, with 600,000+ instances and 500+ kinds of services, called "baidu-rpc" inside Baidu.

caffe icon caffe

Caffe: a fast open framework for deep learning.

caravel icon caravel

Caravel is a data exploration platform designed to be visual, intuitive, and interactive

click-server icon click-server

the light HTTP server for accounting clicks (using in banner system)

cofactor icon cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

dagstudio icon dagstudio

Directed Acyclic Graph Studio with Javascript D3

datacomb icon datacomb

An interactive tool for exploring large, tabular datasets.

deap icon deap

Distributed Evolutionary Algorithms in Python

deep-ctr icon deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

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