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Daniel (Donghyun) Kang's Projects

tts icon tts

πŸΈπŸ’¬ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

twitter icon twitter

All related to scraping Twitter data

unsupervised_anomaly_detection_time_series icon unsupervised_anomaly_detection_time_series

This script pulls the gasoline price time series (from the EIA), and performs unsupervised time series anomaly detection using a variety of techniques. Techniques include SESD algorithm, One Class SVM, Isolation Forests, and low pass filter.

upgini icon upgini

Free automated data enrichment library for machine learning β†’ searches through thousands of ready-to-use features from public and community shared data sources

voila icon voila

VoilΓ  turns Jupyter notebooks into standalone web applications

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

yellowbrick icon yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

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