Data Science Devcontainers Alternatives

(GPU accelerated) Multi-arch (linux/amd64, linux/arm64/v8) Data Science Dev Containers for R, Python and Julia
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Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
pycaret/pycaret 8,130 0 16 about 2 years ago 95 November 12, 2023 330 mit Jupyter Notebook
An open-source, low-code machine learning library in Python
catboost/catboost 7,564 0 12 about 2 years ago 20 September 19, 2023 539 apache-2.0 Python
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
h2oai/h2o-3 7,487 62 33 5 days ago 49 August 09, 2023 2,746 apache-2.0 Jupyter Notebook
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
rapidsai/cudf 6,936 0 3 about 2 years ago 31 October 12, 2023 1,001 apache-2.0 C++
cuDF - GPU DataFrame Library
skypilot-org/skypilot 4,975 0 4 about 2 years ago 32 October 29, 2023 333 apache-2.0 Python
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
jdb78/pytorch-forecasting 3,439 0 10 about 2 years ago 34 July 26, 2020 464 mit Python
Time series forecasting with PyTorch
ml-tooling/ml-workspace 3,197 0 0 over 2 years ago 0 2 apache-2.0 Jupyter Notebook
🛠 All-in-one web-based IDE specialized for machine learning and data science.
TDAmeritrade/stumpy 2,901 0 16 about 2 years ago 28 August 21, 2023 57 other Python
STUMPY is a powerful and scalable Python library for modern time series analysis
BlazingDB/blazingsql 1,722 0 0 about 4 years ago 0 142 apache-2.0 C++
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
Azure/azureml-examples 1,442 0 4 about 2 years ago 17 November 14, 2023 402 mit Jupyter Notebook
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
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