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Steven Du's Projects

sif icon sif

sentence embedding by Smooth Inverse Frequency weighting scheme

signalgraph icon signalgraph

Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.

simanneal icon simanneal

Python module for Simulated Annealing optimization

simgan icon simgan

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

simple-linear-regression icon simple-linear-regression

A python implementation of linear regression algorithm. (including Maximum Likelihood, Maximum a posterior, Bayesian)

simpleaudioindexer icon simpleaudioindexer

Searching for the occurrence seconds of words/phrases or arbitrary regex patterns within audio files

simpleqa icon simpleqa

SimpleQuestions code corresponding to publication at https://arxiv.org/abs/1604.00727

simulation-icc17-paper icon simulation-icc17-paper

Simlulation code for paper "Cooperative caching for spectrum access in cognitive radio networks".

sipdroid icon sipdroid

Free SIP/VoIP client for Android, with G729 codec

siphon icon siphon

Automatically exported from code.google.com/p/siphon

sketch-code icon sketch-code

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

skflow icon skflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

skip-thoughts icon skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

sklearn-deeprl icon sklearn-deeprl

Deep reinforcement learning. In scikit-learn. In less than 50 effective lines.

sktime icon sktime

A scikit-learn compatible Python toolbox for learning with time series/panel data

slides icon slides

Slides from 2013 presentations at Innovation Center, Nanyang Technology University, Singapore

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