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huangqiancun's Projects

machsuite icon machsuite

Benchmarks for Accelerator Design and Customized Architectures

mathmodel icon mathmodel

数学建模,数学建模竞赛优秀论文,数学建模算法,算法思维导图,参考书籍,Matlab软件教程,PPT

ml_projects icon ml_projects

Andrew Ng's Machine Learning Class Projects Description: Ex1 - Gradient Descent, Newton's Method, Linear Regression Ex2 - Sigmoid Kernels Ex3 - Logistic Regression Implementation Ex4 - Neural Networks implementation for Digit Recognition Ex5 - Regularized Linear Regression, Polynomial Regression Ex6 - SVM (Kernel implementation) for Spam Classification Ex8 - Recommender System (Collaborative Filtering) and Anomaly Detection

opendla icon opendla

A discussion group on Open Source Deep Learning Accelerator, with technical reports and potential hardware/software issues.

polynomial_surrogates icon polynomial_surrogates

Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions via least-angle regression as well as continuous-space low-rank approximations in canonical polyadics format.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

ufldl_tutorial icon ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

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