Tracking urban growth by comparing satellite images over time and visualising changes on a map.
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dask-kubernetes
Here are 9 public repositories matching this topic...
Pangeo-Binder Cookiecutter Template
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- Jupyter Notebook
A Dask Gateway client extension for heterogeneous cluster mode combining the Kubernetes backend for pain-free scheduler networking, with COFFEA-powered HTCondor workers
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- Python
Docker images for setting up dynamic Dask cluster on Kubernetes (Not supported, Not for production)
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- Python
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- Dockerfile
Bioinformatics workflow leveraged through Dask and Kubernetes on a cloud cluster.
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- HTML
Summer 2018 Internship project with the Devito Group at Imperial College London. Jupyter Notebooks with code to perform Full Waveform Inversion using Devito with Tensorflow distributed over a Dask-Kubernetes Cluster hosted on Google's Kubernetes Engine on the Google Cloud Platform.
python docker kubernetes tensorflow distributed-computing jupyter-notebook minikube dask google-cloud-platform google-kubernetes-engine dask-kubernetes
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- Jupyter Notebook
Bachelor thesis. Faculty of Natural Sciences and Mathematics. University of Kragujevac. Serbia.
kubernetes machine-learning parallel-computing distributed-computing hyperparameter-optimization kubectl dask dask-kubernetes optuna
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Это end-to-end ML-пайплайн для предсказания оттока клиентов на больших данных, демонстрируя распределённые вычисления для портфолио. Фокус на scalability и MLOps. Задача проекта это бинарная классификация — предсказать, уйдёт ли клиент (churn) на основе исторических данных (транзакции, поведение, демография).
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- Jupyter Notebook
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