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Anopheles coluzzii in Kenya - neighbour-joining tree analysis
Replicates the neighbour-joining tree analysis from Kamau et al. (2024) on Anopheles coluzzii in northwestern Kenya and demonstrates the plot_njt() function in the malariagen_data Python package.
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Blogging with Jekyll, Jupyter notebooks and interactive plots (Plotly, Bokeh)
How to create blog posts from Jupyter notebooks which include interactive plots made with Plotly or Bokeh.
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Diplotype clustering
Introduces advanced diplotype clustering, a new function in the malariagen_data Python package for investigating insecticide resistance mutations.
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Arthropod Genomics Symposium 2024
Highlights from the Arthropod Genomics Symposium in Nairobi - gene drives, microbiome, genome assemblies and insecticide resistance.
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A new landing page for the Malaria Vector Genome Observatory
Introduces malariagen.net/vobs - a new web page for the Malaria Vector Genome Observatory and an entry point to data, training, software, research and more.
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Training course in data analysis for genomic surveillance of African malaria vectors
This post introduces a new training course and explains some of the rationale and technology choices we made to create, publish and deliver the course online.
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Kigali, September 2022
Reflections from the PAMCA Conference 2022 in Kigali, Rwanda.
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Ag1000G phase 3 lightning talk at GEM 2021
A brief introduction to the open genomic data resources on malaria mosquitoes being created in phase 3 of the Anopheles gambiae 1000 Genomes Project.
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Dask thought: distributed clusters and worker memory/storage
Some thoughts about Dask clusters and memory management.
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Querying multidimensional data with xarray
A new query() method for the xarray Dataset class.
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On the evolution of pyrethroid target-site resistance
There are multiple double- and triple-mutant combinations in the Vgsc gene which I think we should be more concerned about, and they are evolving in different ways.
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Insecticide resistance gene copy number variation in malaria mosquitoes
Introduces recent work on copy number variation by the Anopheles gambiae 1000 Genomes Project.
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Zarr protocol v3 design update
Shares some slides summarising the current state of exploratory work on the Zarr v3 protocol spec.
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Zarr Python 2.3 release
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Senior post-doc in malaria vector genomics and modelling
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Zarr 2.2 tech dive
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Selecting variants and samples
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Web-based exploration of genome variation data
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Extracting data from VCF files
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Installing Python for data analysis
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Mendelian transmission
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VGSC gene models
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Go faster Python
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Plotting African ecosystems
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Genotype compressor benchmark
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Zarr 2 - groups, filters and Zstandard
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Understanding PBWT
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A tour of scikit-allel
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XKCD-style plots
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CPU blues
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To HDF5 and beyond
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Mosquito genomes and malaria control, the podcast
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Genetic variation in parasite crosses
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Fast PCA
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Estimating FST
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Introducing scikit-allel
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Blog, migrated
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