scientific-agent-skills
A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.
Compare PyTDC's benchmark datasets and DeepChem's ML stack for ADMET prediction. Learn key differences and choose the right tool for your project.
How to Handle Censored Data with scikit-survival for Time-to-Event ModelingLearn to handle censored data in time-to-event modeling using scikit-survival. Discover how scikit-survival natively respects censoring for advanced survival analysis.
Key Configuration Options for Modal Serverless GPU Workloads: A Complete GuideMaster Modal serverless GPU workloads. Explore key configuration options like gpu, cpu, and memory with the @app.function decorator for efficient distributed training and inference. Optimize cost and scale.
How the gtars Genomic Tokenization System Works for Machine Learning: A Technical Deep DiveDiscover how the gtars genomic tokenization system uses a Rust interval tree to convert genomic coordinates into integer tokens for efficient machine learning model training.
Limitations of the aeon Time Series Library Compared to statsmodels for ForecastingCompare aeon vs statsmodels for time series forecasting. Discover aeon's machine learning strengths and statsmodels' statistical rigor, diagnostics, and reporting advantages.
How to Debug Connection Issues with the Benchling API Integration: A Complete GuideDebug Benchling API integration connection issues. Learn to validate API keys, environment variables, and test connectivity to resolve authentication, network, or rate-limiting problems.
Differences Between GPU Acceleration Libraries in the Optimize for GPU SkillExplore GPU acceleration libraries in K-Dense-AI's Optimize for GPU skill. Learn about RAPIDS, CuPy, cuDF, Warp, and KvikIO for efficient CUDA array data sharing and zero-copy performance.
How the Open Notebook Skill Integrates with Self‑Hosted AI Providers: A LangChain & Esperanto GuideLearn how the Open Notebook skill integrates with self hosted AI providers using LangChain and Esperanto. Connect seamlessly to local models via HTTP endpoints.
Common Causes of pyOpenMS Installation Failures: A Troubleshooting GuideOvercome pyOpenMS installation failures. Learn common causes like missing build tools, incompatible Python, or system libraries. Fix your setup now.
How to Configure FluidSim CFD for 2D vs 3D Turbulence SimulationsLearn how to configure FluidSim CFD for 2D and 3D turbulence simulations. Discover how to import solver classes and set spatial resolution for accurate results.
Security Implications of API Keys in the Scientific-Skills Framework: A Code-Level AnalysisExplore security implications of API keys in the scientific-skills framework. Learn how the framework prevents hardcoded secrets, prioritizes explicit arguments, and restricts file discovery.
How to Use the Neuropixels-Analysis Toolkit for Spike Sorting Quality ControlMaster spike sorting quality control with Neuropixels-Analysis. Automate preprocessing, motion correction, and AI curation with this powerful Python toolkit.
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