ResPAN
batch corrector
A Python package implementing a deep learning model for batch correction in single-cell RNA sequencing data
a light structured Residual autoencoder and mutual nearest neighbor Paring guided Adversarial Network for scRNA-seq batch correction
13 stars
1 watching
1 forks
Language: Jupyter Notebook
last commit: over 1 year ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
aprilyuge/scaanet | A deep learning-based framework for analyzing single-cell RNA-seq data | 14 |
alvenirai/punctfix | A Python library that adds punctuation and capitalization to text without punctuation. | 22 |
yuyang-huang/keras-inception-resnet-v2 | Represents an implementation of the Inception-ResNet v2 deep learning model in Keras. | 180 |
zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,041 |
yukkyo/pytorch-filterresponsenormalizationlayer | An implementation of Filter Response Normalization Layer in PyTorch to improve the training of deep neural networks by eliminating batch dependence. | 85 |
rentruewang/koila | A lightweight wrapper around PyTorch to prevent CUDA out-of-memory errors and optimize model execution | 1,821 |
4uiiurz1/pytorch-res2net | Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. | 112 |
isht7/pytorch-deeplab-resnet | A deep learning model implementation of the DeepLab ResNet architecture for image segmentation tasks. | 602 |
reubano/meza | A lightweight toolkit for processing tabular data with a focus on functional programming and PyPy compatibility. | 416 |
ucsb-nlp-chang/fairness-reprogramming | A method to improve machine learning model fairness without retraining the entire network | 15 |
pachterlab/kb_python | A Python package that provides a unified interface to multiple pre-processing workflows for single-cell RNA-seq data. | 153 |
irvlab/unrolling | A Python project that uses IMU data to correct rolling shutter distortion in single-view images | 18 |
naturalness/sensibility | Fixes syntax errors in neural network code | 18 |
aliaksandrsiarohin/video-preprocessing | Tools for preprocessing videos for various datasets, including video cropping and annotation. | 518 |
jvalegre/robert | Automated machine learning protocols for cheminformatics using Python | 38 |