mljs/random-forest: Random forest for classification and regression.
Random forest for classification and regression.
Tag: nodejs
A Yeoman generator for Express.js based 12-factor apps and apis using Typescript
This generator scaffolds a fully functioning REST API server complete with interactive documentation, API validation, structured logging, environment driven config, and more. Simply run the generator and smile 😀
distributed lock for nodejs using redis
cranium for Node.js – Pincer.io
The amount of data you need to build a good classifier increases with the number of features you have, so out of memory errors become a problem when dealing with thousands of features. For example, Weka fails to perform logistic regression with more than a couple thousand features on a 5mb dataset. Cranium never assumes that your instances can fit in memory, so you can use it on terabytes of data.
Cranium works with node streams, so you have a lot of flexibility with your input. Using streams sacrifies speed for memory efficiency — Cranium uses a constant amount of memory that is typically below 100mb. The speed penalty is significant: Cranium runs about 500x slower than LearnKit. If your dataset can fit in memory, Cranium is probably not right for you.
Deep learning library for node.js. (Includes Logistic-Regression, MLP, RBM, DBN, CRBM, CDBN)
A flexible scheduler for tasks, work items, reservations, meetings, etc.
The easiest way to schedule work items with complex dependencies across developers that all have different work schedules. Or reserve elevators in an apartment building. Or schedule the company ping pong tournament. Works in Node and in the browser.
I was getting lots of errors in my Express-based REST API due to invalid Json payloads being posted to my endpoint.
Express just throws an exception, but it doesn’t give you the raw payload to see what is causing the error.
I dug into the source code of the body parser and it revealed this simple trick to get the raw payload in req.rawBody:
How to split a Swagger spec into smaller files
Actually a general way to use YAML configs with $ref references to external files in nodejs
A high performance, highly available and scalable, message bus and queueing system for node.js. Message queues are backed by Redis, a high performance, in-memory key/value store.
adding multi language support to a node + express project
Rate-limit any operation, backed by Redis
Bell.js is a real-time anomalies(outliers) detection system for periodic time series, built to be able to monitor a large quantity of metrics. It collects metrics form clients like statsd, analyzes them with the 3-sigma, once enough anomalies were found in a short time it alerts us via sms/hipchat etc.
“Natural” is a general natural language facility for nodejs. Tokenizing, stemming, classification, phonetics, tf-idf, WordNet, string similarity, and some inflections are currently supported.
Simple soundfont loader/player to use MIDI sounds in WebAudio API. The purpose of this project is to reduce as minimum the setup and code required to play MIDI sounds.
Passport – Simple, unobtrusive authentication for Node.js.
Passport is authentication middleware for Node.js. Extremely flexible and modular, Passport can be unobtrusively dropped in to any Express-based web application. A comprehensive set of strategies support authentication using a username and password, Facebook, Twitter, and more.
Twindle is a set of scripts for Twitter data analysis. The tools include a streaming API client which can store Twitter status updates into a Postgres database as well as a variety of scripts used for data housekeeping, status categorization and trend extraction.
Use NodeJS and Arduino to build a weather display · Node Disassemble!
In this tutorial I’ll explain how to build your own LCD weather display on an Arduino Uno running Node and Johnny-Five. This could serve as a nice desktop ornament that you can glance at when you wake up in the morning, and the principles in this guide will serve well in future projects that require hardware interaction with an API.
An Introduction to libuv
A book about the I/O library in nodejs
This ‘book’ is a small set of tutorials about using libuv as a high performance evented I/O library which offers the same API on Windows and Unix.
Using Machine Learning and NodeJS to detect the gender of Instagram Users | TOTEMS
The goal of this article is to provide a very practical guide to deploying a machine learning solution at scale. Not everything is proven right or optimal, and as with any real-life deployment, we made some trade-offs and took some shortcuts on the go without necessarily building all the evidence that would have been required in an academic setting.
vis.js | a dynamic, browser-based visualization library
Vis.js is a dynamic, browser based visualization library. The library is designed to be easy to use, to handle large amounts of dynamic data, and to enable manipulation of and interaction with the data. The library consists of the components DataSet, Timeline, Network, Graph2d, and Graph3d.
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