Data & machine learning
Product analytics
Defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.
by Alireza RezvaniExplore
EDOZIE’S CORNER OF THE INTERNET COLLECTION 001 / SKILLS
Explore & understand
Research, data, science, and better questions.
662↗
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
121–144 of 189 skills
Science & discovery
Product research
Planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal (generative interviews vs usability test vs concept test vs validation), computing method-based saturation/sample size with an explicit confidence level, or synthesizing coded observations into insights while flagging single-source anecdotes.
by Alireza RezvaniExplore
Science & discovery
Protocolsio integration
Read, validate, and safely export protocols.io data with current official REST/MCP contracts, or create non-executing mutation plans.
by K-DenseExplore
Science & discovery
Pufferlib
Version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation, and safe checkpoint review.
by K-DenseExplore
Science & discovery
Pulse
Multi-source recency research skill that takes the pulse of any topic across Reddit, Hacker News, the open web, and optionally X/Twitter within a configurable recent window (default 30 days).
by Alireza RezvaniExplore
Science & discovery
Pydeseq2
Differential gene expression analysis for bulk RNA-seq with PyDESeq2, including formulaic designs, Wald tests, FDR correction, LFC shrinkage, and result visualization.
by K-DenseExplore
Science & discovery
Pydicom
Use pydicom to read, inspect, write, transform, and safely preflight local DICOM datasets and pixel data.
by K-DenseExplore
Science & discovery
Pyhealth
Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, sleep staging, ICD coding, EEG events), instantiating models (Transformer, RETAIN, GAMENet, SafeDrug, MICRON, StageNet, AdaCare…
by K-DenseExplore
Science & discovery
Pylabrobot
Develop and review PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations.
by K-DenseExplore
Science & discovery
Pymatgen
Analyze, validate, convert, and transform materials structures and computed materials data with current pymatgen APIs, including local phase diagrams, symmetry sensitivity, electronic-structure I/O, and explicitly bounded Materials Project queries.
by K-DenseExplore
Science & discovery
Pymc
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
by K-DenseExplore
Science & discovery
Pymoo
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.
by K-DenseExplore
Science & discovery
Pyopenms
Complete mass spectrometry analysis platform. Use for proteomics and metabolomics workflows—feature detection, peptide/protein identification, label-free and isobaric quantification, adduct/accurate-mass annotation, and complex LC-MS/MS pipelines.
by K-DenseExplore
Science & discovery
Pysam
Python/HTSlib workflows for genomic files.
by K-DenseExplore
Science & discovery
Pytdc
Use Therapeutics Data Commons through the PyTDC Python package for registry discovery, approved dataset access, task-aware splits, evaluator metrics, benchmark groups, and bounded molecular-oracle workflows.
by K-DenseExplore
Data & machine learning
Pytorch lightning
Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.
by K-DenseExplore
Science & discovery
Pyzotero
Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3.
by K-DenseExplore
Science & discovery
Qiskit
Build, simulate, transpile, and execute quantum circuits with Qiskit and IBM Quantum Runtime.
by K-DenseExplore
Science & discovery
Qutip
Simulate and audit closed and open quantum-system models with QuTiP 5, including deterministic, trajectory, steady-state, spectral, and phase-space workflows.
by K-DenseExplore
Science & discovery
Rdkit
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions.
by K-DenseExplore
Science & discovery
Relsa severity assessment
Multivariate severity assessment and humane endpoint prediction for laboratory animal studies using the RELSA (RELative Severity Assessment) score and ARIMA-based foRcast forecasting.
by K-DenseExplore
Science & discovery
Research
Default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for NIH funding, litreview for academic literature, syllabus for course reading, patent for prior-art + IP landscape, dossier for entity research, deepread for evidence-first…
by Alireza RezvaniExplore
Science & discovery
Research grants
Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
by K-DenseExplore
Science & discovery
Research lookup
Compile current scholarly evidence for a scientific manuscript or research brief.
by K-DenseExplore
Source-linked, not execution-tested. Check the publisher’s setup instructions and permissions before use.