Data & machine learning
Statistical analysis
Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting.
by K-DenseExplore
EDOZIE’S CORNER OF THE INTERNET COLLECTION 001 / SKILLS
Explore & understand
Research, data, science, and better questions.
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skills to explore
18 categories7 source collections
All interests 662Build with AI169Grow a business184Create & communicate45Explore & understand189Work smarter75
PUBLIC SKILLS, ONE SEARCHABLE SHELFIndexed 25 Sep 2026 ↗
Explore the library 189
169–189 of 189 skills
Data & machine learning
Statistical analyst
Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes.
by Alireza RezvaniExplore
Data & machine learning
Statistical power
Sample-size and statistical power calculations for planning studies. Use whenever someone asks "how many subjects/samples/replicates do I need", wants an a priori power analysis, a minimum detectable effect (MDE), a power curve, or needs to justify a sample size for a grant, IRB protocol, or pre-registration.
by K-DenseExplore
Science & discovery
Statsmodels
Statistical models library for Python.
by K-DenseExplore
Science & discovery
Syllabus
Generates a curated supplementary reading list from any course syllabus using Consensus academic search.
by Alireza RezvaniExplore
Data & machine learning
Sympy
You need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/LaTeX.
by K-DenseExplore
Science & discovery
Tamarind
Access a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API or MCP server — no local GPUs required.
by K-DenseExplore
Science & discovery
Tiledbvcf
Efficient storage and retrieval of genomic variant data using TileDB. Scalable VCF/BCF ingestion, incremental sample addition, compressed storage, parallel queries, and export capabilities for population genomics.
by K-DenseExplore
Science & discovery
Timesfm forecasting
Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model.
by K-DenseExplore
Science & discovery
Torch geometric
PyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets.
by K-DenseExplore
Science & discovery
Torchdrug
Build and troubleshoot TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and knowledge graph reasoning.
by K-DenseExplore
Science & discovery
Transformers
Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks.
by K-DenseExplore
Science & discovery
Treatment plans
Format and structurally validate local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals.
by K-DenseExplore
Data & machine learning
Umap learn
Use UMAP-learn for nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.
by K-DenseExplore
Science & discovery
Uncertainty and units
Track physical units and propagate measurement uncertainty in scientific calculations using pint and uncertainties.
by K-DenseExplore
Science & discovery
Usfiscaldata
Query the U.S. Treasury Fiscal Data REST API for federal financial data.
by K-DenseExplore
Data & machine learning
Vaex
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM.
by K-DenseExplore
Science & discovery
Venue templates
Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds.
by K-DenseExplore
Science & discovery
Waypoint bio
Working with Outpost Bio's open microbiome foundation models - the Waypoint checkpoints (Waypoint-6m, Waypoint-45m, Waypoint-170m), the Atlas pretraining corpus, the Compass eight-task benchmark, or the waypoint CLI from the waypoint-bio package.
by K-DenseExplore
Science & discovery
What if oracle
Run structured What-If scenario analysis with 4–6 branch possibility exploration (best, likely, worst, wild card, contrarian, second-order).
by K-DenseExplore
Science & discovery
Zarr python
Chunked N-D arrays for cloud storage (Zarr-Python 3). Compressed arrays, parallel I/O, S3/GCS via fsspec, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.
by K-DenseExplore
Source-linked, not execution-tested. Check the publisher’s setup instructions and permissions before use.