{"repo":"rlan/notebooks","free":true,"listed":false,"github":"https://github.com/rlan/notebooks","clone":"git clone https://github.com/rlan/notebooks.git","description":"A docker-based starter kit for machine learning via jupyter notebooks. Designed for those who just want a runtime environment and get on with machine learning. Docker Hub:","language":"Dockerfile","stars":35,"topics":["jupyter-notebook","tensorflow","machine-learning","data-science","starter-kit","gpu-computing","pytorch","gpu-ready","notebook","docker-image"],"license":"MIT","category":"machine-learning","readme_excerpt":"Notebooks A docker-based starter kit for machine learning via jupyter notebooks. Designed for those who just want a runtime environment and get on with machine learning. Docker Images To support both old and new environments, docker images cover various combinations of machine learning frameworks (Keras, TensorFlow, PyTorch) CUDA v8, v9, v10 and v11. Check this compatibility chart for the required version of Nvidia graphics driver for your host system. Python 3 only as Python 2 is end-of-life, so deprecated. All of the images include: JupyterLab scikit-learn pandas Visualization libraries: matplotlib seaborn Vision-centric libraries: OpenCV scikit-image NLP libraries: Natural Language Toolkit Tags If you are reading this on Docker Hub, the links to Dockefile's will not work. Please start from project page instead. Note: the default 'latest' tag does not exist. This is a design choice. Please choose a tag from below. PyTorch Images of PyTorch version 1.5 and higher include PyTorch Lightning. Tag (OS-based python) Comment Dockerfile Info --------------------- ------- ---------- ---- pytorch2.9.1 CPU-only, Python 3.13.9 Dockerfile pytorch2.9.1-cuda13.0 Python 3.11.14 Dockerfile pytorch2.8.0-cuda12.6 Minimum required Nvidia Driver = 525.60.13 (Linux) 528.33 (Windows). Toolkit Driver Version = 560.28.03 (Linux) 560.76 (Windows). Dockerfile pytorch2.6.0-cuda12.4 Minimum required Nvidia Driver = 525.60.13 (Linux) 528.33 (Windows). Toolkit Driver Version = 550.54.15 (Linux) 551.78 (W","default_branch":null,"files":null,"tree":[],"storefront":"/r/rlan","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rlan/notebooks/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}