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Top 23 JavaScript Machine Learning Projects
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SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
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ConvNetJS
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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vault-ai
OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.
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dalle-playground
A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)
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nano-neuron
🤖 NanoNeuron is 7 simple JavaScript functions that will give you a feeling of how machines can actually "learn"
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Universal Data Tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
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deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
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Awesome-Rust-MachineLearning
This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. 🦀
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DeepCamera
Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
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Project mention: I am out of the loop. Is Next.js "the future" and something I should consider adding to my knowledge pool? | /r/webdev | 2023-07-05What do you have against tesseract.js?
**[I.am.ai AI Expert Roadmap](https://i.am.ai/roadmap)**: This roadmap focuses more on AI and includes various aspects of machine learning and deep learning. It's suitable for those who want to delve deeper into AI, particularly in cutting-edge research and applications.
Project mention: What's the best PyTorch model visualization tool? | news.ycombinator.com | 2024-04-28Netron seems to be the best that I've seen so far. https://github.com/lutzroeder/netron
Project mention: JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024 | dev.to | 2024-04-09Synaptic.js
Yeah, the github repo is a much better link for this, as it explains what it is. https://github.com/alexlenail/NN-SVG
Project mention: Hacktoberfest Machine Learning Projects for JS/TS Developers 🎃 | dev.to | 2023-10-20Continuous Machine Learning (CML) is an open-source command-line interface tool designed to enhance continuous integration and delivery (CI/CD) workflows, with a focus on Machine Learning Operations (MLOps). The tool facilitates automated development workflows, including machine provisioning, model training and evaluation, comparing machine learning experiments across your project’s history, and monitoring changing datasets.
Project mention: I built an open source website that lets you upload large files, such as in-depth novels/ebooks or academic papers, and ask GPT4 questions based on your specific knowledge base. So far, I've tested it with long books like the Odyssey and random research PDFs, and I'm shocked at how incisive it is. | /r/ChatGPT | 2023-08-05
https://github.com/practical-tutorials/project-based-learning and https://github.com/Xtremilicious/projectlearn-project-based-learning
Built on dalle-playground because it is simple and I like it.
Project mention: js-utils VS chatgpt.js - a user suggested alternative | libhunt.com/r/adamlui/js-utils | 2024-03-29Both contain code published to npm, so both can be installed via npm, or imported remotely using jsDelivr to access useful JavaScript methods
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
JavaScript Machine Learning related posts
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What's the best PyTorch model visualization tool?
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Show HN: Next-token prediction in JavaScript – build fast LLMs from scratch
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JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024
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Skiff is shutting down in six months
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Visualizer for neural network, deep learning and machine learning models
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Netron: Visualizer for Machine Learning Models
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Best AI ML DL DS Roadmap
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A note from our sponsor - SaaSHub
www.saashub.com | 4 May 2024
Index
What are some of the best open-source Machine Learning projects in JavaScript? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Tesseract.js | 33,577 |
| 2 | AI-Expert-Roadmap | 28,439 |
| 3 | netron | 26,174 |
| 4 | gun | 17,798 |
| 5 | ConvNetJS | 10,724 |
| 6 | Synaptic.js | 6,911 |
| 7 | ml5-library | 6,356 |
| 8 | ai-deadlines | 5,394 |
| 9 | Keras.js | 4,951 |
| 10 | NN-SVG | 4,414 |
| 11 | neurojs | 4,398 |
| 12 | cml | 3,926 |
| 13 | vault-ai | 3,225 |
| 14 | projectlearn-project-based-learning | 2,887 |
| 15 | dalle-playground | 2,762 |
| 16 | ml.js | 2,503 |
| 17 | nano-neuron | 2,224 |
| 18 | Universal Data Tool | 1,893 |
| 19 | chatgpt.js | 1,778 |
| 20 | deeptraffic | 1,733 |
| 21 | Awesome-Rust-MachineLearning | 1,718 |
| 22 | DeepCamera | 1,709 |
| 23 | Mind.js | 1,505 |
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