www.youtube.com/watch?v=BdpT... #DataScience #BigData #HPC #OpenSource
www.youtube.com/watch?v=BdpT... #DataScience #BigData #HPC #OpenSource
Blosc2 calculates Fourier approximations:
⚡5x faster than NumPy
👣 fraction of the memory footprint
🐍 one-line syntax 𝚜𝚞𝚖(𝚊 * 𝚌𝚘𝚜(𝚝) + 𝚋 * 𝚜𝚒𝚗(𝚝), 𝚊𝚡𝚒𝚜=𝟷)
Full notebook: github.com/Blosc/python...
(inspiration: towardsdatascience.com/numexpr-the-...)
#Blosc2
#Data
#SignalProcessing
Blosc2 calculates Fourier approximations:
⚡5x faster than NumPy
👣 fraction of the memory footprint
🐍 one-line syntax 𝚜𝚞𝚖(𝚊 * 𝚌𝚘𝚜(𝚝) + 𝚋 * 𝚜𝚒𝚗(𝚝), 𝚊𝚡𝚒𝚜=𝟷)
Full notebook: github.com/Blosc/python...
(inspiration: towardsdatascience.com/numexpr-the-...)
#Blosc2
#Data
#SignalProcessing
Lazy evaluation for ALL Blosc2 functions in version 3.10!
Blosc2 powers:
- Zarr/HDF5 computations (see image and blosc.org/posts/tensor...)
- Server compuation via Cat2Cloud (demo site here cat2.cloud/demo/)!
#Zarr
#HDF5
#Python
Lazy evaluation for ALL Blosc2 functions in version 3.10!
Blosc2 powers:
- Zarr/HDF5 computations (see image and blosc.org/posts/tensor...)
- Server compuation via Cat2Cloud (demo site here cat2.cloud/demo/)!
#Zarr
#HDF5
#Python
Blosc2 as a mature computation engine >>>
• Array API standard compliance - 70 new functions
• Fast linalg: tensordot 12x 𝐅𝐀𝐒𝐓𝐄𝐑 than NumPy for large arrays !
• Fast calc: Funcs like hypot 10x 𝐅𝐀𝐒𝐓𝐄𝐑 than NumPy!
Blog: ironarray.io/blog/array-api
#Python
#linalg
#computation
Blosc2 as a mature computation engine >>>
• Array API standard compliance - 70 new functions
• Fast linalg: tensordot 12x 𝐅𝐀𝐒𝐓𝐄𝐑 than NumPy for large arrays !
• Fast calc: Funcs like hypot 10x 𝐅𝐀𝐒𝐓𝐄𝐑 than NumPy!
Blog: ironarray.io/blog/array-api
#Python
#linalg
#computation
For ultimate speed, native Blosc2 containers are still king. 🏎️
Code: gist.github.com/FrancescAlte...
#Python #DataScience #NumPy #Performance #Blosc
We can help! 💪 We've spent countless hours profiling and micro-benchmarking Blosc2 for you. A thing that LLMs cannot do (yet).
Ready to dive in? 🚀
🔹 EuroSciPy Talk: www.blosc.org/docs/2025-Eu...
🔹 Tutorial: github.com/Blosc/EuroSc...
#HPC #Blosc2
We can help! 💪 We've spent countless hours profiling and micro-benchmarking Blosc2 for you. A thing that LLMs cannot do (yet).
Ready to dive in? 🚀
🔹 EuroSciPy Talk: www.blosc.org/docs/2025-Eu...
🔹 Tutorial: github.com/Blosc/EuroSc...
#HPC #Blosc2
📝 We've blogged about it:
www.blosc.org/posts/new-tr...
It's in beta, and available in Python-Blosc2 v3.7.2. Enjoy!
#Python #Blosc2 #TreeStore #DataScience #OpenSource
📝 We've blogged about it:
www.blosc.org/posts/new-tr...
It's in beta, and available in Python-Blosc2 v3.7.2. Enjoy!
#Python #Blosc2 #TreeStore #DataScience #OpenSource
We did a major refactoring for a simpler, more robust system, with client APIs unaffected. ✅
The highlight is the new cat2agent 🤖, a CLI client to watch a directory and auto-sync it with a Caterva2 server.
Release notes: github.com/ironArray/Ca...
#OpenSource
We did a major refactoring for a simpler, more robust system, with client APIs unaffected. ✅
The highlight is the new cat2agent 🤖, a CLI client to watch a directory and auto-sync it with a Caterva2 server.
Release notes: github.com/ironArray/Ca...
#OpenSource
You can do better with #Btune! 🚀
Btune can be trained to automatically find the best parameters for your specific datasets and use case.
Learn more about optimizing your compression workflow: ironarray.io/btune
#DataCompression #Optimization
You can do better with #Btune! 🚀
Btune can be trained to automatically find the best parameters for your specific datasets and use case.
Learn more about optimizing your compression workflow: ironarray.io/btune
#DataCompression #Optimization
Try it out by yourself! 👉 cat2.cloud/demo/roots/@...
Share Data Faster!
#BigData #RemoteAccess #Performance
Try it out by yourself! 👉 cat2.cloud/demo/roots/@...
Share Data Faster!
#BigData #RemoteAccess #Performance
Join us tomorrow, June 26th at 14:15 UTC, for our live webinar: A Gentle Introduction to Cat2Cloud
Discover how you can: 📤 Upload 📊 Visualize 💻 Compute 🤝 Share ...your data right in the cloud, in the most efficient way possible! ☁️✨
www.linkedin.com/feed/update/...
See you there!
Join us tomorrow, June 26th at 14:15 UTC, for our live webinar: A Gentle Introduction to Cat2Cloud
Discover how you can: 📤 Upload 📊 Visualize 💻 Compute 🤝 Share ...your data right in the cloud, in the most efficient way possible! ☁️✨
www.linkedin.com/feed/update/...
See you there!
Have it a try!
#WebGUI #DataAnalysis #LargeData
This makes it ideal for structured datasets for Data Science 🧪. See 👀 what Caterva2 can do !-> ironarray.io/caterva2.
#DataScience #Python
Have it a try!
#WebGUI #DataAnalysis #LargeData
#Caterva2 is designed to revolutionize how you interact with large datasets. Want to see it in action? 🤔 See our new video showcasing Caterva2's main functionalities! 🎬
ironarray.io/caterva2
Enjoy!
#Caterva2 is designed to revolutionize how you interact with large datasets. Want to see it in action? 🤔 See our new video showcasing Caterva2's main functionalities! 🎬
ironarray.io/caterva2
Enjoy!
🎬 Discover how Python 🐍 magic and our user-friendly web interface simplify the process.
👇 Watch the full video to see the magic unfold: ironarray.io/cat2cloud
🎬 Discover how Python 🐍 magic and our user-friendly web interface simplify the process.
👇 Watch the full video to see the magic unfold: ironarray.io/cat2cloud
Slides:
www.blosc.org/docs/2025-Eu...
Slides:
www.blosc.org/docs/2025-Eu...
Managing large datasets shouldn't mean navigating complex architectures or unpredictable fees. Visit ironarray.io/cat2cloud to explore how Cat2Cloud can transform your data management experience.
#DataManagement #CloudComputing
Managing large datasets shouldn't mean navigating complex architectures or unpredictable fees. Visit ironarray.io/cat2cloud to explore how Cat2Cloud can transform your data management experience.
#DataManagement #CloudComputing
Upgrade now: pip install blosc2 --update
Learn more: github.com/Blosc/python...
#Python #Blosc2 #DataScience
Upgrade now: pip install blosc2 --update
Learn more: github.com/Blosc/python...
#Python #Blosc2 #DataScience
Imagine an expression that automatically updates its value whenever the underlying data changes – that's what we've brought to cloud-based data analysis.
Join our beta program and enjoy! 😀
We connect the Single Source of Truth (SSoT) concept to lazy expressions and Cat2Cloud's powerful append.
We also see how to seamlessly switch between notebooks and the web client.
Full video : ironarray.wistia.com/medias/4uept...
Find out more: ironarray.io/cat2cloud
Imagine an expression that automatically updates its value whenever the underlying data changes – that's what we've brought to cloud-based data analysis.
Join our beta program and enjoy! 😀
Compress Better, Compute Bigger, Share Faster
🧮 The basics of an NDArray object in Blosc2
⚡ Lazy expressions for efficient computation
🌍 Caterva2: Access your data through network
🎬 Watch it: www.youtube.com/watch?v=aR-i...
Don't miss out—learn, explore, and level up your data skills! 🚀
#DataScience #Compression
Compress Better, Compute Bigger, Share Faster
- 🗜️ Access to the best compression algorithms available
- 🔄 Share complex data securely and effortlessly
- ⚡ Perform advanced computations directly in the cloud
...and more!
ironarray.io/cat2cloud
- 🗜️ Access to the best compression algorithms available
- 🔄 Share complex data securely and effortlessly
- ⚡ Perform advanced computations directly in the cloud
...and more!
ironarray.io/cat2cloud
With the new compute engine in Python-Blosc2, you can! 😊 Check out our blog post for more details: ironarray.io/blog/compute...
Compress Better, Compute Bigger!
This release introduces the new blosc2.matmul() function. We have written a nice blog: www.blosc.org/posts/optimi...
Lastly, we are excited to introduce WASM32 wheels for the first time. More info at: github.com/Blosc/python...
Enjoy!
This release introduces the new blosc2.matmul() function. We have written a nice blog: www.blosc.org/posts/optimi...
Lastly, we are excited to introduce WASM32 wheels for the first time. More info at: github.com/Blosc/python...
Enjoy!