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Jiayang Chen's Projects

adows icon adows

Abnormity Detection of Wall Surface (High-Resolution Image)

arnie icon arnie

Python utility to estimate, compare, and reweight RNA energetics across many secondary structure algorithms.

chinese_ocr icon chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

clear icon clear

CLEAR: Self-supervised contrastive learning for integrative single-cell RNA-seq data analysis

e2efold icon e2efold

pytorch implementation for "RNA Secondary Structure Prediction By Learning Unrolled Algorithms"

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

itclust icon itclust

Iterative transfer learning with neural network improves clustering and cell type classification in single-cell RNA-seq analysis

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

notable icon notable

The Markdown-based note-taking app that doesn't suck.

openfold icon openfold

Trainable PyTorch reproduction of AlphaFold 2

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

retina-features icon retina-features

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

simrdwn icon simrdwn

Rapid satellite imagery object detection

spot-rna icon spot-rna

RNA Secondary Structure Prediction using an Ensemble of Two-dimensional Deep Neural Networks and Transfer Learning.

tape icon tape

Deep learning-based tissue compositions and cell-type-specific gene expression analysis with tissue-adaptive autoencoder (TAPE)

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