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yiwen1996's Projects

algorithms icon algorithms

Some algorithms/data-structure/design-patterns implemented in Java

caffe icon caffe

Caffe: a fast open framework for deep learning.

ccm-site icon ccm-site

NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling

cmuresourceguide icon cmuresourceguide

F2018 67240 Class project: CMU Resource Guide for Orientation Counselors

coding-practice icon coding-practice

In depth analysis and solutions to coding practice problems on Laicode

cuml icon cuml

cuML - RAPIDS Machine Learning Library

data-science-list icon data-science-list

A guide-book to get familiar and started on various technologies and tools in the Data Science space

datasciencecourse icon datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

ds-ga-3001-advanced-python icon ds-ga-3001-advanced-python

This is the course for advanced python in NYU. It covers performance optimization, multi-thread programming, cuda, and other advanced topics in python.

eeg-adhd-project icon eeg-adhd-project

In this research, we utilized data from a study that collected EEG data from 41 five-month-old infants with ADHD and 41 infants without ADHD with similar demographic information. The goal of the study is to create an optimal predictive model to identify which parts of the brain contribute heavily to the development of ADHD. Techniques: Data Processing, Logistic Regression, Elastic Net Regression, Random Forest, Cross Validation, Boostrapping, Parameter Tuning

pointsift icon pointsift

a module for 3D semantic segmentation in point clouds.

rds icon rds

Website for the Responsible Data Science courses DS-UA 202 and DS-GA 1017

recommender-system-dsga1004 icon recommender-system-dsga1004

A recommender system built in PySpark and to run on HPC environment. Submitted as term project for DS-GA 1004 Big Data at NYU.

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