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Dawei Chen's Projects

cmlab icon cmlab

website source for the computational media lab

cyipopt icon cyipopt

Cython interface for the interior point optimzer IPOPT

deepadots icon deepadots

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

didbits icon didbits

An unsorted bunch of ideas on practical aspects of machine learning. Mostly in python

gmaps icon gmaps

the easiest way to use Google Maps

multiobjectiveoptimization icon multiobjectiveoptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

openflights icon openflights

Website for storing flight information, rendering paths on a zoomable world map and calculating statistics, with plenty of free airline, airport and route data.

osqp icon osqp

The Operator Splitting QP Solver

pylbfgs icon pylbfgs

:mountain_cableway: Python/Cython wrapper for liblbfgs

science-birds icon science-birds

A cover version of the "Angry Birds" game used for research purposes

shogun icon shogun

The Shogun Machine Learning Toolbox (Source Code)

wae icon wae

Wasserstein Auto-Encoders

word2vec icon word2vec

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.

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