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Julianne Yang's Projects

bracken icon bracken

Bracken (Bayesian Reestimation of Abundance with KrakEN) is a highly accurate statistical method that computes the abundance of species in DNA sequences from a metagenomics sample.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

machine_learning_complete icon machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

moonwalk icon moonwalk

A fast & minimal Jekyll blog theme with clean dark mode

neumorphism icon neumorphism

Neumorphism designed Jekyll theme for personal websites, portfolios and resumes.

q22 icon q22

Scripts and data files accompanying publication

srst2_py3 icon srst2_py3

Short Read Sequence Typing for Bacterial Pathogens

transcriptomicsonhoffman icon transcriptomicsonhoffman

Walks through installation and usage of FASTQC, MultiQC, Trimmomatic, and Salmon for transcriptomic data preprocessing. Includes Grid Engine shell scripts that can be looped over many files in a directory.

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