ImmClassifier
Immune classifier
An immune cell classification algorithm combining machine learning and deep learning with knowledge-based and lineage-driven approaches.
8 stars
2 watching
0 forks
Language: R
last commit: over 2 years ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
| This project provides an end-to-end deep learning model for low dimensional latent space extraction and multi-class classification on multi-omics datasets. | 31 |
| A tool for identifying and classifying low-quality cells in single-cell RNA sequencing data using machine learning and statistical methods. | 37 |
| A fast and simple library for multi-class and multi-label classification | 65 |
| A PyTorch project for comparing image classification models and facilitating quick experiment setup | 366 |
| A tool that automatically classifies independent components in EEG data using machine learning algorithms | 55 |
| Classifies cellular phenotype in single-cell RNA sequencing data using neural networks | 24 |
| A toolkit for analyzing single-cell immune data from various formats using machine learning and bioinformatics techniques. | 312 |
| An implementation of a molecular representation learning method with substructure invariance for out-of-distribution generalization. | 61 |
| A collection of tools and scripts for analyzing and visualizing single-cell tumor immune data from multiple cancer types and patients | 62 |
| A dataset of annotated text in Ukrainian with standardized formatting and annotation guidelines. | 27 |
| A Redis-backed system for classifying documents into categories based on their content. | 38 |
| An R-based tool for identifying ordering effect genes in single cell RNA-seq data | 3 |
| A software package for analyzing T-cell and B-cell receptor repertoires in immune sequencing data | 313 |
| A method for cell type identification in single-cell RNA sequencing data using hierarchical clustering | 42 |