Yun Zhang's repositories
suntans-general-vertical-coordinate
The latest version of SUNTANS model with vegetation, sediment transport, subgrid, culvert and hybrid vertical coordinate.
Zillow_zestimate_error
Analyzed and visualized the dataset for the Zillow data competition on Kaggle, applied different regression models to predict errors in Zillow home value prediction, and identified the important features that induce prediction errors to improve the original algorithm.
2D-x-z-environmental-flow-model-Python
a python code to simulate 2D (x,z) flow problem with the modeling of velocity field and passive scalar field under tidal and inflow boundary conditions.
3D-convolutional-speaker-recognition
:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
Animations-with-the-suntans-model
Animations for multiple test cases applying the latest SUNTANS model
atomsphere-regional-model
a hydrostatic model in spherical-sigma-pressure coordinate with complete Fortran90-based program packages has been proposed and tested by several applications including the simulations of atmospheric motions and passive gas migration under different scenarios.
awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling
boston_housing
Applied different regression models to prediction the sale price for houses in Boston region
customer_segments
Reviewed customer purchase data in different categories and applied unsupervised learning techniques to discover the patterns and natural segments that the customers fit into.
finding_donors
Investigated factors that affect the likelihood of charity donations being made based on real census data and developed a naive classifier to identify possible donors.
image-classification
Preprocessed sample images and trained a convolutional neural network to develop a classifier for images from the CIFAR-10 dataset.
ml_sampler
Model assisted random sampling.
really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
speaker-recognition
A Speaker Recognition System
text-detection-ctpn
text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network
titanic_survival_exploration
Applied supervised learning techniques to predict the survival rate of travellers on Titanic
word2vec_commented
Commented (but unaltered) version of original word2vec C implementation.