The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more β
Top 23 Python Compression Projects
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DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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PaddleNLP
π Easy-to-use and powerful NLP and LLM library with π€ Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including πText Classification, π Neural Search, β Question Answering, βΉοΈ Information Extraction, π Document Intelligence, π Sentiment Analysis etc.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
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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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model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
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ratarmount
Access large archives as a filesystem efficiently, e.g., TAR, RAR, ZIP, GZ, BZ2, XZ, ZSTD archives
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swin2sr
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
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SecretPixel
SecretPixel is a cutting-edge steganography tool designed to securely conceal sensitive information within images. It stands out in the realm of digital steganography by combining advanced encryption, compression, and a seeded Least Significant Bit (LSB) technique to provide a robust solution for embedding data undetectably.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Can we discuss MLOps, Deployment, Optimizations, and Speed? | /r/LocalLLaMA | 2023-12-06DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.
Project mention: Ask HN: Open-source Windows 11 backup solutions | news.ycombinator.com | 2024-04-04i use - and recommend - "borgbackup": for example with the "vorta" graphical frontend
* https://www.borgbackup.org/
* https://vorta.borgbase.com/install/windows/
just my 0.02β¬
- for important files, a separate box where I have borgmatic [1] in deduplication mode installed; this is updated once in a while
Just curious: Do you have any reason to believe that such a data corruption bug is likely in ZFS? It seems like saying that ext4 could have a bug and you should also store stuff on NTFS, just in case (which I think does not make sense..).
[1]: https://github.com/borgmatic-collective/borgmatic
Project mention: A Curated List for Efficient Large Language Models | news.ycombinator.com | 2023-07-15
Project mention: Ratarmount: Access large archives as a filesystem efficiently | news.ycombinator.com | 2024-04-10
Project mention: Show HN: SecretPixel β Advanced Image Steganography Tool | news.ycombinator.com | 2024-02-03I've tested Binwalk on all the example files, and the BMP and TGA samples didn't show any zlib compressed data (https://i.ibb.co/R4WWsV2/2024-02-04-16h22-31.png). Can you please confirm that you have used the files from the example folder (https://github.com/x011/SecretPixel/tree/main/examples)? I will try to work on the PNG and TIFF cases soon. Thanks for the paper :)
Project mention: Show HN: Georaptor β A Python Geohash Compression Tool v3.0.0 | news.ycombinator.com | 2024-04-03
Project mention: How to Entertain with Your Pocket Calculator (1975) | news.ycombinator.com | 2023-05-14(author of the PDF generation sw here, thanks to jrochkind1 for pointing me in this direction) Would you mind filing a bug here with your findings, so that we can figure out what is going on? https://github.com/internetarchive/archive-pdf-tools
We (archive.org) tested the software extensively with the various readers, and we haven't found problems with the PDFs on Apple Preview.
Python Compression related posts
- Ratarmount: Access large archives as a filesystem efficiently
- TSAC: Low Bitrate Audio Compression
- Show HN: SecretPixel β Advanced Image Steganography Tool
- What do you use for VPS backup? Would improved borg setup - pull mode - be enough? Or, do you use something else?
- Borg CVE fix requires migration
- disc space is not freeing
- I installed Arch today!
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A note from our sponsor - WorkOS
workos.com | 26 Apr 2024
Index
What are some of the best open-source Compression projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | DeepSpeed | 32,550 |
2 | PaddleNLP | 11,423 |
3 | BorgBackup | 10,526 |
4 | Crunch | 3,325 |
5 | unblob | 2,046 |
6 | aimet | 1,900 |
7 | borgmatic | 1,639 |
8 | model-optimization | 1,465 |
9 | compression | 823 |
10 | nncf | 777 |
11 | Awesome-Efficient-LLM | 775 |
12 | ratarmount | 628 |
13 | refinery | 588 |
14 | swin2sr | 526 |
15 | zipfly | 518 |
16 | pythonlibs | 341 |
17 | 3d-model-convert-to-gltf | 231 |
18 | DictDataBase | 220 |
19 | SecretPixel | 187 |
20 | georaptor | 187 |
21 | KVQuant | 183 |
22 | archive-pdf-tools | 80 |
23 | reCBZ | 60 |
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