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android-apps

Android apps developed on Android Studio using Java

cloudcomputingapplications

Hadoop, Storm, HBase, MapReduce, Giraph, MLlib

data_mining_in_r

Data mining using R including several home work projects and final projects

deeplearning.ai-projects-

Assignment Projects on DeepLearning.ai courses on Coursera

diffuse_interface_method

multiphase, insoluble surfactant, lagrange partitial method.

flow_structure_interaction_fem_ibm

Combine Vega FEM with IBM to solve the flow-structure interaction with non-linear large deformation.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

informationretrieval

Real Yelp review data, cosine similarity ranking of query review in Vector Space, TF-IDF model. Unigram, Bigram Language model with linear interpolation smoothing, absolute discounting smoothing, Dirichlet smoothing. Perplexity analysis. Evaluations of six language models, including boolean, TF-IDF, Okapi BM25, Pivoted Length Normalization, Jelinek-Mercer smoothing, Dirichlet Prior Smoothing. The evaluation methods include Mean Average Precision, P@K, Reciprocal rank, Normalized Discount Cumulative Gain (NDCG).

leetcode

machinelearning

Linear Regression, Ridge Regression, SVM, Facial Expression Recognition

machinelearningengineer_udacitynanodegree

Machine Learning Engineer Nano Degree from Udacity

natural-semantic-code-search-engine

Detect similar projects using Word Mover's Distance (WMD)

operatingsystem

kernel operation, Linux shell, multi-threads, sudoku, multi-thread synchronization, mutex, semaphore, conditional variable, barrier, page faults, virtual memory management, TLB, page table, LRU, Virtual file management system.

popular-movies-app

A simple Android app, that helps you discover most popular and most rated movies. Project 1 & 2 of Udacity Android Developer Nanodegree.

restexpress-examples

Executable examples of RestExpress

simple-blog-nodejs-mongodb

Simple Blog web service using node.js and mongoDB

smoothed_particle_hydrodynamics

smoothed particle hydrodynamics method for two phase flow simulation. It can be directly compiled and run in windows and linux.

spark

Scala projects running in Spark

training-data-analyst

Labs and demos for courses in the Data Engineer track of GCP Training (http://cloud.google.com/training).

web-design

Design Interactive websites using HTML, CSS (Boostrap), JavaScript (jQuery), Node.js, Express framwork, AngularJS and MongoDB.