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pandas-profiling generates profile reports from a pandas DataFrame. The pandas df.describe() function is handy yet a little basic for exploratory data analysis. pandas-profiling extends pandas DataFrame with df.profile_report(), which automatically generates a standardized univariate and multivariate report for data understanding. High correlation warnings, based on different correlation metrics (Spearman, Pearson, Kendall, Cramér’s V, Phik). Most common categories (uppercase, lowercase,...

The SummaryWriter class provides a high-level API to create an event file in a given directory and add summaries and events to it. The class updates the file contents asynchronously. This allows a training program to call methods to add data to the file directly from the training loop, without slowing down training. TensorboardX now supports logging directly to Comet. Comet is a free cloud based solution that allows you to automatically track, compare and explain your experiments. It adds a...

An Electronic Shelf Label is a device that's typically attached to the front edge of retail shelving. ESL Firebase Edition V2.0 utilizes the AES-256 in CBC mode and Google Firebase. It doesn't require an expensive gateway to function, once configured, all it needs is a power supply and a Wi-Fi access point. ESL Firebase Edition V2.0 allows you to operate as many of them as you wish, provided that each has its own unique ID, and there's enough power and bandwidth for all of them. For...

Sorter makes file organisation and management easier by helping you organise several files that contain similar characteristics into a single folder, with a few clicks. You can put all letters documents into one folder, all images with the word home into another, all music by one artist in yet another folder, etc. Sorter organises these files into folders which are grouped according to one or more of the following patterns: a common word in the file names, the file type/format, a custom name and the category of the file formats.

Simple yet sophisticated, jiffy is a Python-based timesheet application. It features a command line interface where you just type in what you're doing. On request, jiffy will produce a fully editable timesheet which can be printed, emailed or uploaded.

JReferences is a tool to store and retrieve bibliographic references from a file or MySQL database. It reads BibTeXML, DocBook XML and RIS type references, and can output these and BibTex. A bibtex like alternative is also provided for DocBook XML docu