ConvNetJS vs Lodash

Overview

Lodash

Stacks10.7K

Followers886

Votes3

GitHub Stars61.3K

Forks7.1K

ConvNetJS

Stacks19

Followers22

Votes0

GitHub Stars11.1K

Forks2.1K

Lodash vs ConvNetJS: What are the differences?

What is Lodash? A JavaScript utility library. A JavaScript utility library delivering consistency, modularity, performance, & extras. It provides utility functions for common programming tasks using the functional programming paradigm.

What is ConvNetJS? Deep Learning in your browser. It is a Javascript library for training Deep Learning models (Neural Networks) entirely in your browser. Open a tab and you're training. No software requirements, no compilers, no installations, no GPUs, no sweat.

Lodash and ConvNetJS can be primarily classified as "Javascript Utilities & Libraries" tools.

Lodash and ConvNetJS are both open source tools. Lodash with 41.6K GitHub stars and 4.39K forks on GitHub appears to be more popular than ConvNetJS with 9.8K GitHub stars and 1.95K GitHub forks.

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CLI (Node.js)

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Advice on Lodash, ConvNetJS

Abigail

Dec 6, 2019

Decided

Fast Healthcare Interoperability Resources (FHIR) provides standard data objects in JSON format for the healthcare industry. Since JSON objects are hierarchical and tree-like, we had a need to defensively 'pluck' fields from our JSON objects and do lots of mapping. We tried jQuery and Underscore and a few other technologies like FHIRPath; but Lodash has been the most well supported, works in the most contexts, has the cleanest syntax, etc. We particularly like the ES6 version of Lodash, where we can import the method names directly, without resorting to * or _ syntax. We got hooked on the 'get' function to defensively pluck fields from objects without crashing our user interface, and have found countless uses for the other lodash functions throughout our apps. Lodash is great for developing and optimizing algorithms.

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Detailed Comparison

Lodash	ConvNetJS
A JavaScript utility library delivering consistency, modularity, performance, & extras. It provides utility functions for common programming tasks using the functional programming paradigm.	It is a Javascript library for training Deep Learning models (Neural Networks) entirely in your browser. Open a tab and you're training. No software requirements, no compilers, no installations, no GPUs, no sweat.
-	Formulate and solve Neural Networks in Javascript;Training Deep Learning models (Neural Networks) entirely in your browser; No compilers, No installations;
Statistics
GitHub Stars 61.3K	GitHub Stars 11.1K
GitHub Forks 7.1K	GitHub Forks 2.1K
Stacks 10.7K	Stacks 19
Followers 886	Followers 22
Votes 3	Votes 0
Pros & Cons
Pros 2 Better than Underscore 1 Simple 0 Better that Underscore Cons 1 It reduce the performance	No community feedback yet
Integrations
JavaScript	Node.js JavaScript Google Chrome

What are some alternatives to Lodash, ConvNetJS?

Underscore

A JavaScript library that provides a whole mess of useful functional programming helpers without extending any built-in objects.

Deno

It is a secure runtime for JavaScript and TypeScript built with V8, Rust, and Tokio.

Chart.js

Visualize your data in 6 different ways. Each of them animated, with a load of customisation options and interactivity extensions.

Immutable.js

Immutable provides Persistent Immutable List, Stack, Map, OrderedMap, Set, OrderedSet and Record. They are highly efficient on modern JavaScript VMs by using structural sharing via hash maps tries and vector tries as popularized by Clojure and Scala, minimizing the need to copy or cache data.

Ramda

It emphasizes a purer functional style. Immutability and side-effect free functions are at the heart of its design philosophy. This can help you get the job done with simple, elegant code.

Vue CLI

Vue CLI aims to be the standard tooling baseline for the Vue ecosystem. It ensures the various build tools work smoothly together with sensible defaults so you can focus on writing your app instead of spending days wrangling with config.

Luxon

It is a library that makes it easier to work with dates and times in Javascript. If you want, add and subtract them, format and parse them, ask them hard questions, and so on, it provides a much easier and comprehensive interface than the native types it wraps.

Prepack

Prepack is a partial evaluator for JavaScript. Prepack rewrites a JavaScript bundle, resulting in JavaScript code that executes more efficiently. For initialization-heavy code, Prepack works best in an environment where JavaScript parsing is effectively cached.

Blockly

It is a client-side library for the programming language JavaScript for creating block-based visual programming languages and editors. It is a project of Google and is free and open-source software.

Cesium

it is used to create the leading web-based globe and map for visualizing dynamic data. We strive for the best possible performance, precision, visual quality, ease of use, platform support, and content.

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