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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.

freeml

Data Science Resources (Mostly Free)

image-classification

Preprocessed sample images and trained a convolutional neural network to develop a classifier for images from the CIFAR-10 dataset.

kmeans_webtool

ml_sampler

Model assisted random sampling.

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

smartcab

Applied reinforcement learning to design a scheme to automatically learn an optimal driving strategy based on rewards and penalties.

speaker-recognition

A Speaker Recognition System

stock-webapp

suntans

The SUNTANS model source code

suntans-general-vertical-coordinate

The latest version of SUNTANS model with vegetation, sediment transport, subgrid, culvert and hybrid vertical coordinate.

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

tv-data-analysis

word2vec_commented

Commented (but unaltered) version of original word2vec C implementation.

yelp-data

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.