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Name: Alessandro Vasciaveo
Type: User
Location: New York, NY
Name: Alessandro Vasciaveo
Type: User
Location: New York, NY
My Ph.D Journal
CellBox: Interpretable Machine Learning for Perturbation Biology
The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimates.
XeTeX cv templates
Coursera Data Scientist Toolbox project
The Leek group guide to data sharing
Code repository for the snRNA-seq cross-tissue atlas project
Code for the paper associated to "Isthmus progenitor cells contribute to homeostatic cellular turnover and support regeneration following intestinal injury"
A content-first, sliding sidebar theme for Jekyll.
NEPC human data manipulation. Jak/Stat paper on Science
Code related to blog posts on my Medium page
Repository for Programming Assignment 2 for R Programming on Coursera
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Porting of Protein Activity and Pathway Inference to single cell and Python.
PyMC3 educational resources
Statistical Rethinking (2nd Ed) with Tensorflow Probability
code and data for Liu, Schilling, et al Nat Med 2019
[OLD version] - Systematic Elucidation and Assessment of Regulatory Cell-to-cell Interaction Networks (SEARCHIN)
https://www.sc-best-practices.org
Statistical Rethinking Course Winter 2020/2021
Following along with Statistical Rethinking text on Bayesian modeling by McElreath
Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Rethinking'. Relies on pymc
The bookdown version lives here:
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
Think Bayes 2
Virtual-Inference of Kinase INhibiton by Gene regulatory networks (VIKING)
Data Repository for VIPER analysis in Python
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.