Peter DeWeirdt's Projects
Code for analyzing a citation network of papers related to Alzheimer's Disease
Minimum Example For Calculating Residuals From Anchor Screen Data
Scripts Used for Anchor Screen Manuscript
Analyze synthetic relationships between paralog genes in a Big Papi screen
notebooks for analyzing data from Najm, Fadi J., et al. "Orthologous CRISPR–Cas9 enzymes for combinatorial genetic screens." Nature biotechnology 36.2 (2018): 179.
Notebooks for the manuscript Optimization of AsCas12a for combinatorial genetic screens in human cells.
Visualize maps of cancer cell lines
Build combinatorial libraries for CRISPR screening
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Broad CodeRATS' data visualization workshop
A minimal nbdev example
Deployment Heroku
Generate clusters of genes using depmap co-essentiality data
:eye: Python library to plot DNA sequence features (e.g. from Genbank files)
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Draft of the fastai book
Example project
:chart_with_upwards_trend: :bar_chart: Introduces geom_pointdensity(): A Cross Between a Scatter Plot and a 2D Density Plot.
CRISPR sgRNA design for the Genetic Perturbation Platform at the Broad Institute
Plotting functions for the Genetic Perturbation Platform's R&D group at the Broad institute.
Transcriptional regulatory network inference from gene expression and prior information with LASSO-EBIC or LASSO-CV
Calculate interaction scores from combinatorial screening data
Multitask Learning for Transcriptional Regulatory Network Inference in Julia