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Top 23 google-colab Open-Source Projects
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notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
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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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tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial (by towardsai)
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LLaMA-LoRA-Tuner
UI tool for fine-tuning and testing your own LoRA models base on LLaMA, GPT-J and more. One-click run on Google Colab. + A Gradio ChatGPT-like Chat UI to demonstrate your language models.
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StyleGAN3-CLIP-notebooks
A collection of Jupyter notebooks to play with NVIDIA's StyleGAN3 and OpenAI's CLIP for a text-based guided image generation.
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DA-RetinaNet
Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'
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DA-Faster-RCNN
Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild
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audio-plot-lib
This library provides graph sonification functions and has been developed for a project named "Data science and machine learning resources for screen reader users". Please refer to the project page for more details.
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Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).
We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.
[1] https://github.com/roboflow/inference
[2] https://github.com/roboflow/notebooks
[3] https://inference.roboflow.com/foundation/about/
[4] https://docs.roboflow.com/deploy/hosted-api
Waiting for Mixed Quantization with MQQ and MoE Offloading [1]. With that I was able to run Mistral 8x7B on my 10 GB VRAM rtx3080... This should work for DBRX and should shave off a ton of VRAM requirement.
1. https://github.com/dvmazur/mixtral-offloading?tab=readme-ov-...
Project mention: [P] Uptraining a pretrained model using company data? | /r/MachineLearning | 2023-05-25
A Colab notebook.
Project mention: Is blender render on Google Colab safe? That is, enabling access to my GDrive won't give access to my files to the author of the notebook? | /r/blenderhelp | 2023-06-26
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).
google-colab related posts
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Getting Started with Gemma Models
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Welcome to Colaboratory
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Mixtral in Colab
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A playground to practice differential privacy - Antigranular
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Topic and Subtopic Extraction with the Google Gemini Pro
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How do I begin building AI tools for myself?
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教程：使用 Google Colab 安全地转发 B 站视频
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A note from our sponsor - SaaSHub
www.saashub.com | 6 May 2024
Index
What are some of the best open-source google-colab projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | notebooks | 4,164 |
| 2 | mixtral-offloading | 2,238 |
| 3 | dl-colab-notebooks | 1,659 |
| 4 | machine-learning-asset-management | 1,627 |
| 5 | awesome-colab-notebooks | 1,211 |
| 6 | tutorials | 966 |
| 7 | colab-ssh | 945 |
| 8 | colabcat | 701 |
| 9 | TrainYourOwnYOLO | 635 |
| 10 | LLaMA-LoRA-Tuner | 423 |
| 11 | stylegan2-projecting-images | 288 |
| 12 | simfin-tutorials | 248 |
| 13 | colabctl | 247 |
| 14 | StyleGAN3-CLIP-notebooks | 200 |
| 15 | blender-colab | 178 |
| 16 | Julia-on-Colab | 159 |
| 17 | colab-vscode | 77 |
| 18 | DA-RetinaNet | 59 |
| 19 | interesting-colabs | 48 |
| 20 | DA-Faster-RCNN | 47 |
| 21 | analisis-numerico-computo-cientifico | 44 |
| 22 | torrent-webseed-creator-colab | 28 |
| 23 | audio-plot-lib | 25 |
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