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Welcome to Rongting's research world! 😄

  • 😄 I'm currently an exchange graduate student at Harvard Medical School.
  • 🔭 I’m currently working on XClone project.
  • 🌱 I’m currently learning statistical modelling.
  • 👯 I’m looking to collaborate on single cell genomics.
  • 💬 Ask me about XClone and PTM-X.
  • 📫 How to reach me: [email protected]

Rongting Huang's Projects

alleloscope icon alleloscope

Alleloscope is a method for allele-specific copy number estimation that can be applied to single cell DNA and ATAC sequencing data (separately or in combination). Allele-specific estimation allows for the more accurate delineation of copy number states and the detection of subclonal copy-neutral loss-of-heterozygosity and mirrored CNA events. On scATAC-seq data, Alleloscope allows integrative multi-omic analysis of allele-specific copy number and chromatin accessibility for the same cell.

awesome-single-cell icon awesome-single-cell

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

bbmix icon bbmix

Inference of Beta-binomial mixture model

chisel icon chisel

CHISEL -- Copy-number Haplotype Inference in Single-cell by Evolutionary Links

corenlp icon corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

first-pr icon first-pr

《GitHub实践入门》实验用仓库

glmpca-py icon glmpca-py

generalized principal component analysis (GLM-PCA) implemented in python

hilearn icon hilearn

A small library of machine learning methods and data visualization plots

honeybadger icon honeybadger

HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data

limix icon limix

Linear mixed model for genomic analyses.

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

ptm-x icon ptm-x

PTM-X: a prediction tool for Post-Translational Modification cross-talk

ptm_cooccur icon ptm_cooccur

PTM_Cooccur: a analytical strategy to explore functional relationships between PTM sites by testing their tendency to be modified together (co-occurrence) under the same condition.

scallelecount icon scallelecount

calculate alt count/coverage count | original from Nikolas Barkas

scqtlib icon scqtlib

single-cell quantitative trait (locus) analysis library

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