Malva Client

Python client for the Malva genomic search platform, enabling programmatic access to harmonized single-cell and spatial transcriptomics data.

Getting Started

Install the package and configure authentication in under a minute.

Installation
Quick Start

Search for genes, sequences, and biological signatures with just a few lines of code.

Quick Start
Tutorials

Step-by-step Jupyter notebooks for expression analysis, coverage, and more.

Tutorials
Query Parameters

Tune window size, threshold, and strandedness for your specific use case.

Query Parameters
API Reference

Full reference for all classes, methods, and CLI commands.

API Reference
About Malva

Platform overview, data sources, use cases, and contact information.

About Malva

Key Features

Search – Gene symbols, natural language, DNA sequences, and batch queries.

Coverage – Genomic region and sequence coverage across cell types, filterable by organ, study, and disease.

Coexpression – Gene coexpression analysis, metacell UMAP visualization, and GO enrichment.

Dataset Discovery – Browse datasets, studies, samples, and harmonized metadata.