DAIN is a machine learning framework that interpolates extra frames in order to either upscale from 23/29fps to 60fps and beyond, but it is also able to crea... (more…)

AutoTiKV is a machine-learning-based tuning tool that helps decrease tuning costs and make life easier for DBAs. This post shows AutoTiKV's design, its machine learning model, and the automatic tuning workflow. (more…)

Examples Twitter Sentiment Analysis Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc. Penn Machine Learning Benchmarks A large, curated repository of benchmarks for evaluating su… (more…)

I’m not going to bury the lede: Most machine learning benchmarks are bad.  And not just kinda-sorta nit-picky bad, but catastrophically and fundamentally flawed.  TL;DR: Please, for the love of sta… (more…)

Time Series is defined as a set of observations taken at a particular period of time. For example, having a set of login details at regular interval of time of each user can be categorized as a time… (more…)