wandb
Filestash
wandb | Filestash | |
---|---|---|
16 | 110 | |
8,354 | 9,555 | |
3.3% | - | |
9.9 | 9.3 | |
4 days ago | 6 days ago | |
Python | JavaScript | |
MIT License | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
wandb
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A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
Weights & Biases — The developer-first MLOps platform. Build better models faster with experiment tracking, dataset versioning, and model management. Free tier for personal projects only, with 100 GB of storage included.
- Northlight makes Alan Wake 2 shine
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The last sentence of Lowes conveniently missing from OpenAI...
HuggingFace and wandb.ai (both competitors of OpenAI) both also have "do own research"
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Efficient way to tune a network by changing hyperparameters?
Wandb is the best! https://wandb.ai/
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[D] Monitoring production image models
To track stuff I've used wandb.ai in a company in the past, as someone else pointed out. Regarding metrics... This is really specific to your domain, and it is such a broad question. You could count color pixels, the distribution of intensity histograms, etc etc.
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How to use the colab notebook version of Dall-E mini and bypass the traffic limit - A guide
Step 1: The colab notebook uses wandb.ai, so you need to register for a wandb.ai account beforehand if you want to use the colab notebook. After registering you need to go to your homepage and copy the API key and paste/keep it somewhere.
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Roadmap for learning MLOps (for DevOps engineers)
I want to take a look at tools like https://wandb.ai/ and they would integrate into some of the pipelines I'm playing with.
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What's a sequel that got you thinking "the people who made this COMPLETELY missed the point of the first one"?
does current cgi and ai tech can bring back leslie nielsen? might use unreal engine and https://www.resemble.ai/ or https://wandb.ai/?
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What MLOps tools and processes do you use?
I'm currently working for a MLOps company so I'm heavily using their tools (Weights & Biases) but I've used custom C++ for deployment, Pytorch + fastai for quick experimentation, Weights & Biases for experiment tracking, hyper-parameter tuning + model versioning (hence why I went to work for them), custom database + data pipeline, HoloViz for data visualisation (really nice dashboarding tool), Jenkins for CI/CD, I also love Github Actions.
- [D] Best resources or tools to draw nicer table for comparing different models/frameworks performance
Filestash
- Ask HN: What Underrated Open Source Project Deserves More Recognition?
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A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
Filestash — A Dropbox-like file manager that connects to a range of protocols and platforms: S3, FTP, SFTP, Minio, Git, WebDAV, Backblaze, LDAP and more.
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Ask HN: What apps have you created for your own use?
I made https://github.com/mickael-kerjean/filestash out of the need to collaborate on org mode documents with non emacs users. Once the first release was done, I got to reflect on the infamous top comment of the Dropbox HN to make an attempt at abstracting the storage aspect of Dropbox so those org document could be made stored on a FTP server, SFTP, S3, ....
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Ask HN: Experience using your user's Google Drive instead of a database?
> we need an abstraction for just this. "Bring your own storage"
I made exactly this: https://github.com/mickael-kerjean/filestash and there's an API from which you can abstract any kind of storage: S3, SFTP, FTP, GIT, WebDav, Samba, Local FS, NFS, Backblaze, Storj, Artifactory, .... There's even some funky ones like Mysql from which you have an abstraction where first level folders are databases, second level folders are tables and files are the actual rows
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Let's learn how modern JavaScript frameworks work by building one
Yes, I rewrote my react app onto vanilla JS using nothing else than rxjs, didn't have the time to document it all yet but it looks like this: https://github.com/mickael-kerjean/filestash/blob/master/pub...
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Found the ultimate Nextcloud / Owncloud replacement!
I'm not familiar with Cloudreve, but FileStash is a similar application often recommended on this subreddit.
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HTML Web Components
I do use them on my OSS work (https://github.com/mickael-kerjean/filestash/tree/master/pub...) which is used by many thousands of people
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UI frameworks are stuck in the last decade
- [2] current state of the rewrite where you can see this pattern in action https://github.com/mickael-kerjean/filestash-rewrite/tree/ma...
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Ask HN: Tell us about your project that's not done yet but you want feedback on
https://github.com/mickael-kerjean/filestash
This is what I wish Dropbox was, a simple layer that make interacting with your FTP server easy so nobody has to own your data. The end game is both to be feature complete with Dropbox and be able to change every aspect of the application through plugin so everyone can get out what they want from it.
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Meta pledges Three-Year sponsorship for Python if GIL removal is accepted
> but I don't think its the companies responsibility to give back to open source just because they use it
As someone who does quite a bit of OSS, the reality is most people are asking for things but aren't willing to pay for it. Take Microsoft, I had one of their employee asking me to support their azure stuff: https://github.com/mickael-kerjean/filestash/issues/180. When I found out the dude was actually employed by Microsoft, he started to talk some nonsense and ended up running away.
What are some alternatives?
tensorboard - TensorFlow's Visualization Toolkit
filemanager - 📂 Web File Browser
aim - Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
SFTPGo - Full-featured and highly configurable SFTP, HTTP/S, FTP/S and WebDAV server - S3, Google Cloud Storage, Azure Blob
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
filegator - Powerful Multi-User File Manager
guildai - Experiment tracking, ML developer tools
minio - The Object Store for AI Data Infrastructure
pytorch-summary - Model summary in PyTorch similar to `model.summary()` in Keras
h5ai - HTTP web server index for Apache httpd, lighttpd and nginx.
cleanrl - High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Apaxy - a simple, customisable theme for your apache directory listing