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Ivy Alternatives
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PaddleNLP
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PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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label-studio
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machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
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devops-exercises
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ploomber
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
ivy reviews and mentions
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CoreML Stable Diffusion
ROCm's great for data centers, but good luck finding anything about desktop GPUs on their site apart from this lone blog post: https://community.amd.com/t5/instinct-accelerators/exploring...
There's a good explanation of AMD's ROCm targets here: https://news.ycombinator.com/item?id=28200477
It's currently a PITA to get common Python libs like Numba to even talk to AMD cards (admittedly Numba won't talk to older Nvidia cards either and they deprecate ruthlessly; I had to downgrade 8 versions to get it working with a 5yo mobile workstation). YC-backed Ivy claims to be working on unifying ML frameworks in a hardware-agnostic way but I don't have enough experience to assess how well they're succeeding yet: https://lets-unify.ai
I was happy to see DiffusionBee does talk the GPU in my late-model intel Mac, though for some reason it only uses 50% of its power right now. I'm sure the situation will improve as Metal 3.0 and Vulkan get more established.
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[Discussion] Opinions on unify AI
What do you think about unify AI https://lets-unify.ai.
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The coolest Python projects you've ever seen?
Ivy is seeking to unify all ML frameworks: https://lets-unify.ai/
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The 10 Trending Python Repositories on GitHub (May 2022)
IVY
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[P] Kornia: Differential Computer Vision
(*Differentiable) It's a great project. Wish they had a JAX version! Maybe something like Ivy would help make that possible without a manual port.
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A note from our sponsor - Sonar
www.sonarsource.com | 21 Mar 2023
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unifyai/ivy is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.