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sunnyuan's Projects

geoip-clustering icon geoip-clustering

Example to run a geo locating IP address with integrated Python scripts and apply outlier detection based on clustering results

iforest icon iforest

Read-only mirror of "iforest" from r-forge SVN.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

medicare-demo icon medicare-demo

A demo of how to use PageRank with Hadoop and SociaLite to identify anomalies in Healthcare Data

msg-extractor icon msg-extractor

Extracts emails and attachments saved in Microsoft Outlook's .msg files

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more

pyculiarity icon pyculiarity

A Python port of Twitter's AnomalyDetection R Package

rmtree icon rmtree

RapidMiner Decision Tree Transducer

rolo icon rolo

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

shiny icon shiny

Easy interactive web applications with R

sparse_dot_topn icon sparse_dot_topn

Python package to accelerate the sparse matrix multiplication and top-n similarity selection

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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