Jake Qiu's starred repositories
AmpliconArchitect
AmpliconArchitect (AA) is a tool to identify one or more connected genomic regions which have simultaneous copy number amplification and elucidates the architecture of the amplicon. In the current version, AA takes as input next generation sequencing reads (paired-end Illumina reads) mapped to the hg19/GRCh37 reference sequence and one or more regions of interest. Please "watch" this repository for improvements in runtime, accuracy and annotations for GRCh38 human reference genome coming up soon.
perfect-bioinformatic-tools
What should perfect bioinformatic tools be like?
scg_lib_structs
Collections of library structure and sequence of popular single cell genomic methods
somaticIBD
Code supporting our manuscript "The mutational profile and clonal landscape of the inflammatory bowel disease affected colon"
OpticalPooledScreens
Code and examples for optical pooled screens (updated protocol).
RNA-seq-analysis
RNAseq analysis notes from Ming Tang
climbing-accidents
Analysis of 30 years of climbing accident reports
sktime-tutorial-pydata-amsterdam-2020
Introduction to Machine Learning with Time Series at PyData Festival Amsterdam 2020
Machine-learning-for-proteins
Listing of papers about machine learning for proteins.
MML-Companion
This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.
ProbAndStats-PyDataNYC2019
Introduction to Probability and Statistics
C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
TensorFlow-Object-Detection-on-the-Raspberry-Pi
A tutorial showing how to set up TensorFlow's Object Detection API on the Raspberry Pi
listen-to-wikipedia
Live, generative music from Wikipedia edits