fastText
React
fastText | React | |
---|---|---|
8 | 1,696 | |
25,505 | 222,111 | |
- | 0.6% | |
6.0 | 9.9 | |
about 2 months ago | 3 days ago | |
HTML | JavaScript | |
MIT License | MIT License |
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fastText
- FastText Repo Archived
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Pixelfed and Naive Bayes: The Grandfather of Spam Filters Still Making Waves
- trained with cross-entropy, meaning that model scores can be used more effectively as a 'confidence' - e.g. for spam if you want to say something like "if prediction score > X, then filter", Naive Bayes is not ideal due to the 'naive' assumption which makes the scores very un-calibrated (it tends to give extremely high or low confidence scores for most things).
disclaimer: I haven't really thought about NLP for about 3 years so there may be something better than this now
[1] https://github.com/facebookresearch/fastText
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How worried are you about AI taking over music?
fasttext 50
- FLiP Stack Weekly for 06-Jan-2023
- Fasttext: Library for efficient text classification and representation learning
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Reverse Language Reconstructing by Consensus [D] [P]
https://github.com/facebookresearch/fastText the readme may have what I need built in. But not sure. I hate ML documentation. I would love to see data input to data output examples because people expect us to understand their line of thought, and it just doesn't work out that way. This looks like what I need, but I've completely misinterpreted ML documentation many times. Ha
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Virtual Sommelier, text classifier in the browser
To use the model trained with FastText from the browser, it is necessary to load it via WebAssembly. However, you don't require a WebAssembly knowledge as you can use the fasttext.js file which has all the glue code.
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Synonyms.vim: feedback needed.
Having the backend code in the plugin repo, and in python held me off. I wrote it to split vimscript/python from the command that finds the info, as it allows to use powerful tools like fasttext rather than a dictionary.
React
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Inflight Magazine no. 9
We are continuing to add new project templates for various types of projects, and we've recently created one for the infamous combination of React with Vite tooling.
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"Kawaii" tech logos by Sawaratsuki
Go to https://react.dev/?uwu=true for a surprise.
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Building an Email Assistant Application with Burr
You can use any frontend framework you want — react-based tooling, however, has a natural advantage as it models everything as a function of state, which can map 1:1 with the concept in Burr. In the demo app we use react, react-query, and tailwind, but we’ll be skipping over this largely (it is not central to the purpose of the post).
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React 18.3.0 Is Out
Oddly, no info on changelog: https://github.com/facebook/react/blob/main/CHANGELOG.md
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Preact vs React: A Comparative Guide
In this post, we get to know more about Preact, one of this year's trending libraries. And we'll compare it to React to see which one suits better for our projects.
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Meet Cheryl Murphy: Full-Stack Developer, lifelong learner, and volunteer Project Team Lead at Web Dev Path
Cheryl Murphy is not only a dedicated full-stack web developer skilled in technologies like React, Next.js, and NestJs but also a community-driven professional who recently took on the role of volunteer project team lead at Web Dev Path. With a dual Bachelor's degree in Computing and Chemical Engineering from Monash University, Cheryl’s journey in tech is marked by a passion for building accessible solutions and a commitment to fostering community within tech.
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How to Build an AI FAQ System with Strapi, LangChain & OpenAI
Basic knowledge of ReactJs
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Everyone Has JavaScript, Right?
Google Translate and many other libraries break React based sites if they are using refs.
I don't think that point it falls under "written on naive assumptions"
https://github.com/facebook/react/issues/11538
the issue says closed but you can easily catch it in various sites and use cases.
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Integrate Bootstrap with React
This article serves as your comprehensive guide to mastering the art of combining Bootstrap and React seamlessly. Dive in to uncover the tips, tricks, and best practices to elevate your UI design game effortlessly.
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React Server Components Example with Next.js
This isn’t an accident; when Meta introduced React Server Components, Dan Abramov explicitly stated that they collaborated with the Next.js team to develop the RSC webpack plugin.
What are some alternatives?
Opus-MT - Open neural machine translation models and web services
qwik - Instant-loading web apps, without effort
synonyms.vim - Finding synonyms of words within vim, save time going back and forth to thesaurus.
Alpine.js - A rugged, minimal framework for composing JavaScript behavior in your markup.
talk - Group video call for the web. No signups. No downloads. [Moved to: https://github.com/vasanthv/tlk]
Vue.js - This is the repo for Vue 2. For Vue 3, go to https://github.com/vuejs/core
TRIME - [EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674
SvelteKit - web development, streamlined
Gauss - Stable Diffusion macOS native app
lit-element - LEGACY REPO. This repository is for maintenance of the legacy LitElement library. The LitElement base class is now part of the Lit library, which is developed in the lit monorepo.
thesaurus_query.vim - Multi-language Thesaurus Query and Replacement plugin for Vim/NeoVim
Tailwind CSS - A utility-first CSS framework for rapid UI development.