shapash
audiobookshelf
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shapash | audiobookshelf | |
---|---|---|
8 | 95 | |
2,642 | 5,295 | |
1.3% | - | |
8.6 | 9.8 | |
about 1 month ago | 3 days ago | |
Jupyter Notebook | JavaScript | |
Apache License 2.0 | GNU General Public License v3.0 only |
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.
shapash
- GitHub - MAIF/shapash: Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
- [D] DL Practitioners, Do You Use Layer Visualization Tools s.a GradCam in Your Process?
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This A.I.-generated artwork, Théâtre D'opéra Spatial, won first place at an art competition, and the art community isn't happy about it
There's work being done in that regard (like this python module), but as far as I know it's very clearly statistical guesstimates, and though it "works", the mathematical foundations are still somewhat shaky. There are heuristics in there we can't get rid of for now. But it's still better than nothing. Waaaaaay better than nothing.
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Hacker News top posts: Jun 14, 2022
Shapash – Python library to make machine learning interpretable\ (4 comments)
- Shapash – Python library to make machine learning interpretable
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State of the Art data drift libraries on Python?
Try out eurybia, from the author of shapash which is a brilliant library as well.
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[P] It Is Now Possible To Generate a Model Audit Report with Shapash
With the new version of Shapash that is now available, you can document each model you release into production. Within a few lines of code, you can include in an HTML report all the information about your model (and its associated performance), the data it uses, its learning strategy, … this report is designed to be easily shared with a Data Protection Officer, an internal audit department, a risk control department, a compliance department, or anyone who wants to understand his work.
- [D] Has anyone ever used the SHAP and LIME models in machine learning?
audiobookshelf
- Self-Hosted Is Awesome
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Show HN: Kyoo self hosted media browser (jellyfin/plex alternative)
For anyone who's game to run another service for audiobooks, I've found Audiobookshelf to be pretty good: https://github.com/advplyr/audiobookshelf
- Audiobookshelf: A self-hosted audiobook and podcast server
- I made an open-source, self-hostable synced narration platform for ebooks
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This Week in Self-Hosted (1 December 2023)
A spotlight on AudioBookshelf, an audiobook and podcast streaming server
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Installing w/Docker
The basics are same across most any container, you probably need to map some network ports, and map some storage paths, and then you are pretty good to go. There can be more than that, but those are kind of the minimums. For instance, the example compose file for audiobookshelf does just that, maps a port, and some storage and that's about it.
- Audiobookshelf: Self-hosted audiobook and podcast server server
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Show HN: Podsumer – A Self Hosted Podcatcher
linky: https://github.com/advplyr/audiobookshelf#readme (JS; GPLv3) and they have their own app, too: https://github.com/advplyr/audiobookshelf-app#readme (Capacitor GPLv3)
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It is important that ebooks be sold without DRM
Move away as in find another audiobook vendor? Or simply retain access to your existing collection?
Audiobooks from Audible can be downloaded via the UI. They will have DRM, but it's possible to remove.
If you have audiobook files without DRM you can listen to them via any app that plays audio, but there's also at least one OSS project that aims to fill audiobook UI niche [1].
[1]: https://github.com/advplyr/audiobookshelf
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Selfhosting RSS not showing new episodes
Using Audiobookshelf (https://github.com/advplyr/audiobookshelf) and hosing my own podcast with an rss feed. It works just perfect in other podcast apps but in Pocket Casts, that used to work, I can't no longer see new episodes starting from about a week ago. I have never been able to stream the episodes either, just download and listen, this also works in iOS Podcaster app.
What are some alternatives?
shap - A game theoretic approach to explain the output of any machine learning model.
Booksonic-Air - A new Booksonic server based on Airsonic. - OBS: The code here might not be ready for release. Feel free to compile it yourself but if so I recommend searching for the latest commit with the description "Prepare for release"
interpret - Fit interpretable models. Explain blackbox machine learning.
Plex-Audiobook-Guide - A walkthrough for optimal Audiobook experience using Plex
LIME - Tutorial notebooks on explainable Machine Learning with LIME (Original work: https://arxiv.org/abs/1602.04938)
Readarr - Book Manager and Automation (Sonarr for Ebooks)
GlassCode - This plugin allows you to make JetBrains IDEs to be fully transparent while keeping the code sharp and bright.
AudiobookSuite
trulens - Evaluation and Tracking for LLM Experiments
docker-calibre-web
CARLA - CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
openaudible - Audiobook Manager for Audible Users