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fix mentions (#655)
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* second blog post

* final blog

* fix figure links

* fix references

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Co-authored-by: Carlos Maltzahn <[email protected]>
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williamnixon20 and carlosmalt authored Sep 19, 2024
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With guidance from mentors [Ray Andrew](https://ucsc-ospo.github.io/author/ray-andrew-sinurat/) and [Sandeep Madireddy](https://ucsc-ospo.github.io/author/sandeep-madireddy/) under the [LAST](/project/osre24/anl/last) project, I aim to develop a pipeline to benchmark the efficacy of various drift management algorithms.
With guidance from mentors {{% mention rayandrew %}} and {{% mention sandeep %}} under the [LAST](/project/osre24/anl/last) project, I aim to develop a pipeline to benchmark the efficacy of various drift management algorithms.

Despite the abundance of literature on this subject, reproducibility remains a challenge due to the lack of available source code. As such, by crafting this pipeline, I aim to create standardized platform for researchers and practitioners to compare several state-of-the-art drift management approaches. Through rigorous testing and benchmarking, we seek to identify the most effective algorithms across a spectrum of drift scenarios, including gradual, sudden, and recurring drift.

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Hello there! I'm William and I'm thrilled to share the progress on my project, "Developing A Comprehensive Pipeline to Benchmark Drift Management Approaches" under the mentorship of [Ray Andrew](https://ucsc-ospo.github.io/author/ray-andrew-sinurat/) and [Sandeep Madireddy](https://ucsc-ospo.github.io/author/sandeep-madireddy/) under the [LAST](/project/osre24/anl/last) project.
Hello there! I'm William and I'm thrilled to share the progress on my project, "Developing A Comprehensive Pipeline to Benchmark Drift Management Approaches" under the mentorship of {{% mention rayandrew %}} and {{% mention sandeep %}} under the [LAST](/project/osre24/anl/last) project.


# Project Overview
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