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Vicky Shi's Projects

adtree-py icon adtree-py

A sparse all-dimensions tree tool-kit in Python for statistical machine learning acceleration

ai-chip icon ai-chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

ariba icon ariba

Antimicrobial Resistance Identification By Assembly

awesome-deepbio icon awesome-deepbio

A curated list of awesome deep learning applications in the field of computational biology

benchm-dl icon benchm-dl

Playing with various deep learning tools and network architectures

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

crossbow icon crossbow

Variant calling from sequence reads using cloud computing

deap icon deap

Distributed Evolutionary Algorithms in Python

deconvnet_analysis icon deconvnet_analysis

Code for "Salient Deconvolutional Networks, Aravindh Mahendran, Andrea Vedaldi, ECCV 2016"

decres icon decres

Deep learning for identifying cis-regulatory elements and other applications

deep-review icon deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

deepcons icon deepcons

Understanding sequence conservation with deep learning

desingle icon desingle

An R package for detecting three types of differential expression in single-cell RNA-seq data. To view it in Bioconductor: https://bioconductor.org/packages/DEsingle

dnn4g2p icon dnn4g2p

Using deep neural network to predict coat color from SNP data

dsd icon dsd

DSD model zoo. Better accuracy models from DSD training on Imagenet with same model architecture

fast-lmm icon fast-lmm

Python version of Factored Spectrally Transformed Linear Mixed Models

gbspipeline icon gbspipeline

If this is your first time visiting, please visit the project page HERE:

gswgbs icon gswgbs

R package Genomic Selection with Genotyping-by-Sequencing

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

h2o-tutorials icon h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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