Data & Analytics skills

Statistical Analysis

k-dense-ai

Guided statistical analysis for research data.

SHAP

k-dense-ai

Audit and explain machine learning predictions with SHAP.

Seaborn Statistical Visualization

k-dense-ai

Create attractive statistical graphics with minimal code.

scvi-tools

k-dense-ai

Advanced tools for single-cell omics analysis.

Scikit-Survival

k-dense-ai

Model and evaluate survival data with precision.

Scikit-learn

k-dense-ai

Comprehensive machine learning toolkit for Python.

Scientific Visualization

k-dense-ai

Create publication-ready scientific figures with integrity.

Scanpy

k-dense-ai

Comprehensive toolkit for single-cell RNA-seq analysis.

PyTDC

k-dense-ai

Access and evaluate therapeutic datasets with PyTDC.

PyMC Bayesian Modeling

k-dense-ai

Efficient Bayesian modeling and inference with PyMC.

PyDESeq2

k-dense-ai

Perform differential gene expression analysis with ease.

Polars

k-dense-ai

High-performance DataFrame library for Python and Rust.

Pathway Enrichment

k-dense-ai

Analyze and interpret gene-set enrichment results.

Ontology Term Resolution

k-dense-ai

Accurately resolve and validate ontology terms.

OneKGPd

k-dense-ai

Query individual-level data from the 1000 Genomes Project.

Neuropixels Analysis

k-dense-ai

Comprehensive analysis for Neuropixels recordings.

Molecular Featurization Hub

k-dense-ai

Transform chemical structures into ML-ready features.

Matplotlib

k-dense-ai

Create highly customizable plots for scientific visualization.

Matchms

k-dense-ai

Process and compare tandem mass spectra efficiently.

LiteParse

k-dense-ai

Local parsing of documents with bounding box support.

Imaging Data Commons

k-dense-ai

Access and download public cancer imaging datasets easily.

Histolab

k-dense-ai

Streamline whole slide image processing for pathology.

Genomic Coordinates

k-dense-ai

Convert and normalize genomic intervals with precision.

FlowIO

k-dense-ai

Efficiently read and write Flow Cytometry Standard files.