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Top 23 Python Nvidium Projects
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nvitop
An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.
Project mention: Why does stable diffusion hold onto my vram even when it’s doing nothing. It works great for a few images and then it racks up so much vram usage it just won’t do anything anymore and errors out. Is there a way to free up VRAM every so often? RX 6700XT 12GB VRAM | /r/StableDiffusion | 2023-03-25Hey, thanks for that. I think I found what you mentioned: https://github.com/XuehaiPan/nvitop
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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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jetson_stats
📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series
Project mention: Setting up Object Detection Inference Server with Jetson Nano | /r/JetsonNano | 2023-02-26 -
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https://github.com/dusty-nv/jetson-containers This one might be helpful
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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Please note that OpenCL consists of two parts: host API and a separate language which is used to write kernels (code which is going to be offloaded to devices). OpenCL specification describes host APIs as C-style APIs and that is what implementors has to provide. However, there are number of various libraries which provides bindings for other languages: - C++ - Python - Go - Rust
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NVTabular
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
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Project mention: Data visualisation and ray tracing in Python based on OptiX framework | news.ycombinator.com | 2023-07-05
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Pine
:evergreen_tree: Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO. (by petercunha)
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nvidia-auto-installer-for-fedora-linux
A CLI tool which lets you install proprietary NVIDIA drivers and much more easily on Fedora Linux (32 or above and Rawhide)
I fixed it. I used this github repo and now it works perfectly. So if anyone faces the same problems currently, this fixed it for me. I don't know what it actually does or if it can damage anything but honestly I don't care as long as it works.
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Website: https://savant-ai.io/
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Project mention: QualityScaler & RealESRScaler 9.0 | image/video AI upscaler apps | /r/itchio | 2022-12-21
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Project mention: I hope that by A1111 is everything fine. Best wishes for great man! In mean time lets, develope Vlad fork | /r/StableDiffusion | 2023-04-23
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Project mention: I have created Olive model. But what is the next step? Who knows? | /r/StableDiffusion | 2023-05-24
There’s this UI that runs on ONNX models. Not sure if it will work though.
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Ubuntu MATE (simple, well maintained, has the Ubuntu ecosystem support and should work well)
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Project mention: rife-ncnn-vulkan VS FluidFrames.RIFE - a user suggested alternative | libhunt.com/r/rife-ncnn-vulkan | 2023-02-04
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nvidia-patch
This patch removes restriction on maximum number of simultaneous NVENC video encoding sessions imposed by Nvidia to consumer-grade GPUs. (by Snawoot)
If they're using a consumer grade nvidia GPU I would recommend suggesting they use this driver patch to remove the artificial session limit on transcodes that nvidia enforces. https://github.com/Snawoot/nvidia-patch
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nvidia-optimus-manager
A python script to manage the status of NVIDIA graphics card on an Optimus setup for Solus linux
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nvidia-modulus-airfoil-optimisation
Using NVIDIA modulus for airfoil optimizations at different angles.
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These-People-Do-Not-Exist
AI that generates human faces which have never been seen before. The future is now 😁
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-11-09.
Python Nvidia related posts
- Data visualisation and ray tracing in Python based on OptiX framework
- Reviving an old machine for gaming
- A1111 just added support for TensorRT for webui as an extension!
- Issues with NVIDIA drivers on Fedora
- Why does resizing windows in Linux desktop don't feel quite as "snappy" as in other OSes?
- Who needs Ubuntu when you have MATE
- My tips for getting Fedora 38 working w/ Nvidia GPU & Intel CPU
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A note from our sponsor - InfluxDB
www.influxdata.com | 4 Dec 2023
Index
What are some of the best open-source Nvidium projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | nvitop | 3,177 |
| 2 | TensorRT | 2,171 |
| 3 | jetson_stats | 1,882 |
| 4 | QualityScaler | 1,438 |
| 5 | jetson-containers | 1,241 |
| 6 | SHARK | 1,221 |
| 7 | inventory-hunter | 1,112 |
| 8 | pyopencl | 998 |
| 9 | NVTabular | 968 |
| 10 | plotoptix | 448 |
| 11 | Pine | 426 |
| 12 | nvidia-auto-installer-for-fedora-linux | 369 |
| 13 | Savant | 333 |
| 14 | RealScaler | 160 |
| 15 | onnx-web | 131 |
| 16 | StableDiffusionUI | 120 |
| 17 | NiceScaler | 115 |
| 18 | mate-optimus | 90 |
| 19 | FluidFrames.RIFE | 74 |
| 20 | nvidia-patch | 45 |
| 21 | nvidia-optimus-manager | 22 |
| 22 | nvidia-modulus-airfoil-optimisation | 20 |
| 23 | These-People-Do-Not-Exist | 15 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com