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Top 23 TypeScript Machine Learning Projects
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Project mention: Is it possible to store the username in a config file inside the jupyter notebook spawned by kubeflow? | /r/Kubeflow | 2022-10-03
I'm not 100% sure this will work but sounds like PodDefault is what you need.
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Amplication
Amplication: open-source Node.js backend code generator. An open-source platform that helps developers build backends without spending time on boilerplate & repetitive coding. Including production-ready GraphQL & REST APIs, DB schema, DTOs, filtering, pagination, RBAC, & more.
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Project mention: 7 Tricks to take the Performance of your Website to the Moon 🚀🌙 | dev.to | 2023-04-01
You can even use quicklink or guess to optimally prefetch resources.
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Project mention: Decent low code options for orchestration and building data flows? | /r/dataengineering | 2022-12-23
You can check out our OSS https://github.com/orchest/orchest
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lit
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface. (by PAIR-code)
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training
🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.
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SurveyJS
A Non-Cloud Alternative to Google Forms that has it all.. SurveyJS JavaScript libraries allow you to easily set up a robust form management system fully integrated into your IT infrastructure where users can create and edit multiple dynamic JSON-based forms in a no-code form builder. Learn more now.
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Are you familiar with Mintlify Writer? it is an AI-powered documentation writer.
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I haven't tried it myself, but it looks like several are already looking at implementing machine learning with WebGPU, and that this is one of the goals of WebGPU. Some info I found:
* "WebGPU powered machine learning in the browser with Apache TVM" - https://octoml.ai/blog/webgpu-powered-machine-learning-in-th...
* "Fastest DNN Execution Framework on Web Browser" https://mil-tokyo.github.io/webdnn/
* "Google builds WebGPU into Chrome to speed up rendering and AI tasks" https://siliconangle.com/2023/04/07/google-builds-webgpu-chr...
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Project mention: Multiple Notepad++ Flaws Let Attackers Execute Arbitrary Code | news.ycombinator.com | 2023-09-04
https://github.com/microsoft/vscode/issues/4490
It looks like there are a number of vscode extensions for recording macros:
- https://www.google.com/search?q=vscode+macro+recorder
- https://marketplace.visualstudio.com/search?term=Macro&targe...
- the macro-commander README explains its JSON-based macro language. YAML might be easier to maintain than JSON. https://github.com/jeff-hykin/macro-commander#what-are-some-...
For teams with multiple editors, you can specify workflow automation scripts with shell scripts or ci container/cmd YAML, and/or pre-commit.yml instead of with an IDE-specific tool.
Isn't there native real-time collaboration functionality in vscode/vscodium that would be useful for a native macro recording feature? (Edit) Live Share can't be installed in vscodium. https://github.com/VSCodium/vscodium/issues/128
Support for jupyter-collaboration Y.js CRDT could be added to vscode-jupyter and/or a more generic extension: "Support for real-time collaboration in the extension?" https://github.com/microsoft/vscode-jupyter/discussions/1293...
jupyterlab/jupyter-collaboration:
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responsible-ai-toolbox
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
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KISS, and I don't mean the band here, is an acronym that means "Keep It Stupid Simple". It basically implies making sure you use the simplest possible solution for your problem at hand. At AINIRO we've spent mountains of cognitive energy to ensure our stuff is as simple as possible. Paradoxically, the simpler it becomes, the more cognitive energy have usually been applied at the problem to ensure its simplicity.
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Project mention: Vectorious: BLAS-accelerated linear algebra for TypeScript | /r/hypeurls | 2023-06-02
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Project mention: Show HN: ML Serving orchestration framework on Kubernetes | news.ycombinator.com | 2022-10-26
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Project mention: Using OpenAI to Increase Time Spent on Your Blog | /r/learnprogramming | 2023-04-21
Today we’re going to learn how to build a recommendation system for a social publishing platform like Medium. I wanted to share what I learned building the popular Obsidian plugin AVA that recommends your notes.
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xtreme1
Xtreme1 - The Next GEN Platform for Multimodal Training Data. #3D annotation, 3D segmentation, lidar-camera fusion annotation, image annotation and rlhf tools are supported!
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Project mention: [P] Quick fine-tuning image classification models from Bing image search | /r/MachineLearning | 2023-09-22
I've been working on our interactive dataset explorer for machine learning: renumics-spotlight. Recently, I set up an image classification example using it. I utilized Bing image search to create a fully functional example for custom-defined classes.
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mistql
A query / expression language for performing computations on JSON-like structures. Tuned for clientside ML feature extraction.
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Project mention: [D] DL Practitioners, Do You Use Layer Visualization Tools s.a GradCam in Your Process? | /r/MachineLearning | 2022-10-28
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Appwrite
Appwrite - The open-source backend cloud platform. The open-source backend cloud platform for developing Web, Mobile, and Flutter applications. You can set up your backend faster with real-time APIs for authentication, databases, file storage, cloud functions, and much more!
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).
The latest post mention was on 2023-09-26.
TypeScript Machine Learning related posts
- AI-powered documentation - plugin
- [P] Quick fine-tuning image classification models from Bing image search
- Unstructured Data? No Problem. Spotlight Makes Exploration a Breeze!
- Unstructured Data? No Problem. Spotlight Makes Exploration a Breeze!
- Show HN: Interactively explore unstructured datasets from your dataframe
- [P] Interactively explore unstructured datasets from your dataframe (OSS project)
- How to navigate issues in your machine learning image data
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A note from our sponsor - Appwrite
appwrite.io | 30 Sep 2023
Index
What are some of the best open-source Machine Learning projects in TypeScript? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tfjs | 17,706 |
| 2 | kubeflow | 12,987 |
| 3 | guess | 7,029 |
| 4 | orchest | 3,957 |
| 5 | Rath | 3,464 |
| 6 | lit | 3,210 |
| 7 | training | 2,660 |
| 8 | Pipcook | 2,461 |
| 9 | writer | 2,257 |
| 10 | WebDNN | 1,962 |
| 11 | vscode-jupyter | 1,110 |
| 12 | responsible-ai-toolbox | 969 |
| 13 | magic | 917 |
| 14 | vectorious | 779 |
| 15 | Yatai | 677 |
| 16 | obsidian-ava | 604 |
| 17 | machinelearnjs | 532 |
| 18 | xtreme1 | 501 |
| 19 | DN2A | 461 |
| 20 | spotlight | 351 |
| 21 | mistql | 340 |
| 22 | AID | 319 |
| 23 | pytea | 298 |
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