Deep Java Library (DJL)
yt-dlc
Deep Java Library (DJL) | yt-dlc | |
---|---|---|
13 | 39 | |
3,853 | 2,846 | |
1.6% | - | |
9.5 | 0.0 | |
2 days ago | over 2 years ago | |
Java | Python | |
Apache License 2.0 | The Unlicense |
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.
Deep Java Library (DJL)
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Is deeplearning4j a good choice?
It seems to have been picked up by Eclipse and there is also Oracle Labs' Tribuo and Deep Java Library. All seem active, but I don't know much about any of them. I agree it's probably best to follow the community and use a more popular tool like PyTorch.
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Just want to vent a bit
Although it may be a bit more work, you can do both machine learning and AI in Java. If you are doing deep learning, you can use DeepJavaLibrary (I do work on this one at Amazon). If you are looking for other ML algorithms, I have seen Smile, Tribuo, or some around Spark.
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Best way to combine Python and Java?
Image preprocessing I know less about, but tokenization is something I've dealt with a bunch. There are a few options, either push the tokenizer into the ONNX model and use MS's ONNX Runtime extensions (we've used this when working with sentencepiece tokenizers), port the tokenizer entirely to Java (we did this for BERT), or use a sentencepiece or HF tokenizers wrapper directly (e.g. Amazon's DJL did this - HF, sentencepiece).
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Anybody here using Java for machine learning?
https://djl.ai/ seems very promising. I've played around with it quite a bit, not in real production though. It's a very well documented (https://d2l.djl.ai/) and active project, with Amazon working on it.
- Good document classification library in Java
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2021-09 - Plans & Hopes for Clojure Data Science
Here is link number 1 - Previous text "DJL"
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[D] Java vs Python for Machine learning
To give a contrasting perspective, I think the Java ecosystem is much better suited for many data science tasks, and has a growing and well-maintained set of libraries for general purpose machine learning. I won't list them all, but TF-Java, DJL et al. have implementations of many modern architectures and there are a number of excellent libraries (CoreNLP, Lucene et al.) for working with text.
- Does Java has similar project like this one in C#? (ml, data)
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If it gets better w age, will java become compatible for machine learning and data science?
I think DJL also use use it for their tutorials - https://docs.djl.ai/jupyter/tutorial/01_create_your_first_network.html.
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Machine learning on JVM
AWS Deep Learning more deep learning.
yt-dlc
- “YouTube-dlc” the fork of the port from “YouTube-dl”
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Ask HN: What's the Situation with YouTube-Dl?
(Installation instructions are included in the documentation provided by both forks)
I) https://github.com/blackjack4494/yt-dlc
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The Mask (1994) One frame shows a clip from Stimpy (the cat) of 'Ren & Stimpy' trying to break out of jail while Milo (the dog) helps Stanley break out of jail.
youtube-dlc is a fork of youtube-dl with the intention of getting features tested by the community merged in the tool faster
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What is youtube-dlp?
We love yt-dlp which is a youtube-dl fork based on the now inactive youtube-dlc. The main focus of the project is adding new features and patches while also keeping up to date with the original project.
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Downloading videos from Bitchute doesnt work for me with yt-dlp
ERROR: Channel Restricted; please report this issue on https://github.com/blackjack4494/yt-dlc . Make sure you are using the latest version; type youtube-dlc -U to update. Be sure to call youtube-dlc with the --verbose flag and include its complete output.
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test
$ git init # initialize folder as git repo # add remotes to compare $ git remote add youtube-dl https://github.com/ytdl-org/youtube-dl $ git remote add yt-dlc https://github.com/blackjack4494/yt-dlc $ git remote add yt-dlp https://github.com/yt-dlp/yt-dlp $ git remote update # download info from remotes # show number of different commits $ git log youtube-dl/master..yt-dlc/master --oneline | wc -l # in yt-dlc, not in youtube-dl $ git log yt-dlc/master..youtube-dl/master --oneline | wc -l # in youtube-dl, not in yt-dlc $ git log yt-dlc/master..yt-dlp/master --oneline | wc -l $ git log yt-dlp/master..yt-dlc/master --oneline | wc -l $ git log youtube-dl/master..yt-dlp/master --oneline | wc -l $ git log yt-dlp/master..youtube-dl/master --oneline | wc -l # print list of different commits in a file $ git log youtube-dl/master..yt-dlc/master > orig-dlc.txt # in yt-dlc, not in youtube-dl $ git log yt-dlc/master..youtube-dl/master > dlc-orig.txt # in youtube-dl, not in yt-dlc $ git log yt-dlc/master..yt-dlp/master > dlc-dlp.txt $ git log yt-dlp/master..yt-dlc/master > dlp-dlc.txt $ git log youtube-dl/master..yt-dlp/master > orig-dlp.txt $ git log yt-dlp/master..youtube-dl/master > dlp-orig.txt
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Downloading audio from Youtube videos
yt-dlc
- Como é que posso fazer download de episódios da RTP Play?
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Youtube taking away high quality downloads to force you to buy Premium
Not who you responded to, but I use youtube-dlc. It's a command-line based utility with a ton of options for downloading YouTube videos.
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Yt-dlp – A YouTube-dl fork with additional features and fixes
https://github.com/blackjack4494/yt-dlc/commits/master
The previous update was July 25, and the one before that was December 2020.
While the July update dealt with the updater, having 2 days of small changes since December is not very active.
What are some alternatives?
Deeplearning4j - Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
yt-dlp - A feature-rich command-line audio/video downloader
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
youtube-dl-gui - A cross platform front-end GUI of the popular youtube-dl written in wxPython.
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
yt-dlp - Fork of youtube-dlc with additional features and fixes [Moved to: https://github.com/yt-dlp/yt-dlp]
Tribuo - Tribuo - A Java machine learning library
streamlink - Streamlink is a CLI utility which pipes video streams from various services into a video player
CoreNLP - CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
youtube-dl-wpf - A simple GUI wrapper for youtube-dl and yt-dlp.
Apache Flink - Apache Flink
youtube-dl-server - Web / REST interface for downloading youtube videos onto a server.