Pydeseq2
K-Dense· Community
Perform bulk RNA-seq differential expression analysis using PyDESeq2 with support for GLMs, Wald tests, and LFC shrinkage.
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5813 skills
K-Dense· Community
Perform bulk RNA-seq differential expression analysis using PyDESeq2 with support for GLMs, Wald tests, and LFC shrinkage.
K-Dense· Community
Compiles verified scholarly evidence and creates a structured research packet for scientific manuscripts.
K-Dense· Community
Build, run, and debug reproducible data pipelines using Nextflow DSL2 and nf-core workflows.
K-Dense· Community
Automated equilibrium phase calculations for thermodynamic TDB databases using pycalphad.
K-Dense· Community
A research-only toolkit for documenting and validating clinical decision-support evaluation, governance, and evidence-profile artifacts.
K-Dense· Community
Integrate with Benchling using the Python SDK and REST API to automate lab data, registry entities, inventory, and ELN workflows.
K-Dense· Community
Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7 Flash for quality review. Refines when the review requests improvement, with at most two generations. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
K-Dense· Community
A comprehensive toolkit for fitting, diagnosing, and interpreting statistical models including regression, GLMs, and time series analysis in Python.
K-Dense· Community
Build, differentiate, and optimize quantum circuits and hybrid quantum-classical models using PennyLane.
K-Dense· Community
A workflow for analyzing pooled CRISPR screens using MAGeCK to identify gene hits and perform quality control.
K-Dense· Community
Builds and analyzes phylogenetic trees using MAFFT multiple sequence alignment, IQ-TREE maximum likelihood with ModelFinder and branch support, and FastTree approximate inference. Uses ETE3 for tree summaries and visualization. Applies to homologous nucleotide or protein sequences, microbial gene trees, protein families, and cautiously interpreted dated phylogenies.
K-Dense· Community
Provides planning, auditing, and configuration tools for the HypoGeniC package to assist in LLM-based hypothesis generation from labeled text datasets.
K-Dense· Community
A reproducible workflow for processing 1D NMR free-induction decays into phased spectra and integrated regions.
K-Dense· Community
Provides workflows for accessing and evaluating therapeutic machine learning datasets and benchmarks via PyTDC.
K-Dense· Community
A comprehensive framework for geospatial research, covering remote sensing, GIS, spatial statistics, and Earth observation data processing.
K-Dense· Community
A Pythonic wrapper for RDKit simplifying molecular cheminformatics tasks like standardization, fingerprinting, and 3D conformer generation.
K-Dense· Community
Provides Rust, Python, and CLI interfaces for genomic interval processing, set algebra, and signal track generation.
K-Dense· Community
Manage biological datasets, metadata, and lineage using LaminDB for reproducible research.
K-Dense· Community
A structured framework for autonomous research optimization using Hypothesis Tree Refinement to manage experiments and accumulate insights.
K-Dense· Community
Integrate Hugging Face Transformers for model loading, inference, and fine-tuning across NLP, vision, and audio tasks.
K-Dense· Community
A Python client for programmatically managing Zotero reference libraries, collections, and attachments via Web and local APIs.
K-Dense· Community
Parametric CAD for laboratory hardware with automated interface verification and fabrication artifact generation.
K-Dense· Community
Generate and edit images using various AI models via the OpenRouter API.
K-Dense· Community
Generate academic research posters using LaTeX templates and automated preflight tools.