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Jie Huang's Projects

101 icon 101

All learning projects

2020-august-advanced-scrnaseq icon 2020-august-advanced-scrnaseq

Building on material from Introduction to Single Cell RNA-Seq, this workshop aims to cover advanced topics, including TCR and trajectory analysis. Instruction in introductory analysis will not be provided.

2020-august-intro-scrnaseq icon 2020-august-intro-scrnaseq

A workshop for biologists preparing to run their first single-cell RNA Seq experiment. No prior experience in bioinformatics necessary.

aa_subtypes icon aa_subtypes

Code for the MSB publication: Exploring amino acid functions and positional subtypes in a deep mutational landscape

acfs icon acfs

Automatically exported from code.google.com/p/acfs

adfgcolors icon adfgcolors

Package to easily use common ADF&G colors schemes in ggplot2

adolescent icon adolescent

A prospective longitudinal study of the vaginal microbiome in perimenarcheal girls

ananse icon ananse

Prediction of key transcription factors in cell fate determination using enhancer networks. See full ANANSE documentation for detailed installation instructions and usage examples.

anno icon anno

Anno is a variant annotation tool

annocript icon annocript

Annocript is a pipeline for the annotation of de-novo generated transcriptomes. It executes BLAST analysis with UniProt, NCBI Conserved Domain Database and Nucleotide divisions, Gene Ontology, UniPathways and the Enzyme Commission. It gives information about the longest ORF (using DNA2PEP) and non-coding potential of the sequences (using Portrait). A final heuristic makes Annocript able to identify putative long non-coding RNAs among your transcripts.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

apa icon apa

apa: research platform for the study of alternative polyadenylation, expressRNA.org

apalyzer icon apalyzer

APAlyzer is a toolkit for bioinformatic analysis of alternative polyadenylation (APA) events using RNA sequencing data. Our main approach is the comparison of sequencing reads in regions demarcated by high-quality polyadenylation sites (PASs) annotated in the PolyA_DB database (https://exon.apps.wistar.org/PolyA_DB/v3/). The current version (v3.0) uses RNA-seq data to examine APA events in 3โ€™ untranslated regions (3โ€™UTRs) and in introns. The coding regions are used for gene expression calculation.

art-r-translation icon art-r-translation

ใ€ŠR่ฏญ่จ€็ผ–็จ‹่‰บๆœฏใ€‹็ฟป่ฏ‘้กน็›ฎๆ–‡ไปถ

asarp icon asarp

ASARP: the pipeline for accurate identification of allele-specific alternative mRNA processing

atac-seq icon atac-seq

Analysis of atac-seq data in differentiated iPSC

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