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Distributed Pandas on a Cluster with Dask DataFrames
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationSummaryDask Dataframe extends the popular Pandas library to operate on...
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Distributed NumPy on a Cluster with Dask Arrays
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationThis page includes embedded large profiles. It may look better on the...
View ArticleDask Development Log
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationTo increase transparency I’m blogging weekly about the work done on...
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Custom Parallel Algorithms on a Cluster with Dask
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationSummaryThis post describes Dask as a computational task scheduler that...
View ArticleDask Development Log
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationTo increase transparency I’m blogging weekly about the work done on...
View ArticleTwo Easy Ways to Use Scikit Learn and Dask
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationSummaryThis post describes two simple ways to use Dask to parallelize...
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Experiment with Dask and TensorFlow
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationSummaryThis post briefly describes potential interactions between Dask...
View ArticleDask Development Log
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationTo increase transparency I’m blogging weekly(ish) about the work done...
View ArticleDask Release 0.14.0
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationSummaryDask just released version 0.14.0. This release contains some...
View ArticleBiased Benchmarks
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationSummaryPerforming benchmarks to compare software is surprisingly...
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Developing Convex Optimization Algorithms in Dask
This work is supported by Continuum Analytics, the XDATA Program, and the Data Driven Discovery Initiative from the Moore Foundation.SummaryWe build distributed optimization algorithms with Dask. We...
View ArticleDask Release 0.14.1
This work is supported by Continuum Analytics, the XDATA Program, and the Data Driven Discovery Initiative from the Moore Foundation.I’m pleased to announce the release of Dask version 0.14.1. This...
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Dask and Pandas and XGBoost
This work is supported by Continuum Analytics the XDATA Program and the Data Driven Discovery Initiative from the Moore FoundationSummaryThis post talks about distributing Pandas Dataframes with Dask...
View ArticleStreaming Python Prototype
This work is supported by Continuum Analytics, and the Data Driven Discovery Initiative from the Moore Foundation.This blogpost is about experimental software. The project may change or be abandoned...
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Asynchronous Optimization Algorithms with Dask
This work is supported by Continuum Analytics, the XDATA Program, and the Data Driven Discovery Initiative from the Moore Foundation.SummaryIn a previous post we built convex optimization algorithms...
View ArticleDask Development Log
This work is supported by Continuum Analytics and the Data Driven Discovery Initiative from the Moore FoundationTo increase transparency I’m blogging weekly(ish) about the work done on Dask and related...
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Dask Release 0.14.3
This work is supported by Continuum Analytics and the Data Driven Discovery Initiative from the Moore Foundation.I’m pleased to announce the release of Dask version 0.14.3. This release contains a...
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Dask Release 0.15.0
This work is supported by Continuum Analytics and the Data Driven Discovery Initiative from the Moore Foundation.I’m pleased to announce the release of Dask version 0.15.0. This release contains...
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Programmatic Bokeh Servers
This work is supported by Continuum AnalyticsThis was cross posted to the Bokeh blog here. Please consider referencing and sharing that post via social media instead of this one.This blogpost shows how...
View ArticleUse Apache Parquet
This work is supported by Continuum Analytics and the Data Driven Discovery Initiative from the Moore Foundation.This is a tiny blogpost to encourage you to use Parquet instead of CSV for your...
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