--- title: "K-Dense - Air Market" description: "K-Dense publishes 87 listings on Air Market. A world leader in empowering scientists with AI agentic tools." canonical: "https://airmarket.ai/@k-dense-ai" --- [Air Market](/) / [Creators](/creators) / K-Dense Creator # K-Dense A world leader in empowering scientists with AI agentic tools. A world leader in empowering scientists with AI agentic tools. **K-Dense on Air Market** | | | | --- | --- | | Listings | 87 | | GitHub | [K-Dense-AI](https://github.com/K-Dense-AI) | **Published listings, with what each one does** | Listing | Kind | What it does | | --- | --- | --- | | [GeoPandas](/app/geopandas) | Skill | Code that works with geographic shapes has its own habits and its own ways of going wrong. This offers guidance plus local audit tools for… | | [Statsmodels](/app/statsmodels) | Skill | You already know which model you want to fit and you need the detail that comes with it: coefficients, standard errors, residuals, diagnost… | | [Stable Baselines3](/app/stable-baselines3) | Skill | You want to train a reinforcement learning agent and would rather use well-documented implementations than write the algorithms yourself. T… | | [PrimeKG Knowledge Graph Skill](/app/primekg) | Skill | You want to know how biological things connect - which gene relates to which disease, which drug touches which phenotype. PrimeKG is a know… | | [Molfeat - Molecular Featurization Hub](/app/molfeat) | Skill | Machine learning models need numbers, and a molecule written as a string is not numbers. This turns molecular structures into feature vecto… | | [BioServices](/app/bioservices) | Skill | Each biology database has its own way of being asked questions, which gets tiresome when your analysis needs several of them. This gives yo… | | [Zarr Python](/app/zarr-python) | Skill | Large multi-dimensional scientific arrays are awkward to keep and awkward to read back, especially from cloud storage. This stores them in… | | [What-If Oracle - Possibility Space Explorer](/app/what-if-oracle) | Skill | Before committing to a big call, it helps to lay out how it could actually play out rather than just the version you are hoping for. This w… | | [U.S. Treasury Fiscal Data API](/app/usfiscaldata) | Skill | If you need actual numbers on U.S. federal finances rather than someone's summary of them, this queries the Treasury's own data service. It… | | [UMAP-Learn](/app/umap-learn) | Skill | When each of your data points has far too many measurements to plot, you need a way to squash it down to something viewable without losing… | | [TorchDrug](/app/torchdrug) | Skill | If your code uses TorchDrug and you are either building a workflow or trying to work out why one is broken, this is the help for that. It c… | | [PyTorch Geometric (PyG)](/app/torch-geometric) | Skill | When your data is a network - things connected to other things - and you want a model that learns from those connections, this covers it. I… | | [SimPy](/app/simpy) | Skill | You want to know how a system with queues and limited resources behaves before you build or change it. This helps you write a discrete-even… | | [SHAP](/app/shap) | Skill | Your model gave an answer and someone wants to know why. This helps you compute feature attributions with SHAP, choose the setup that fits… | | [Seaborn Statistical Visualization](/app/seaborn) | Skill | You have a pandas dataframe and you want to see what is in it without spending an hour on plot styling. This makes statistical charts with… | | [scVI Tools](/app/scvi-tools) | Skill | Your single-cell data comes from several batches, or spans more than one modality, and the standard pipeline is not enough. These are deep… | | [scVelo - RNA Velocity Analysis](/app/scvelo) | Skill | You have clustered your single-cell data and now want to know which direction cells are moving between states. This uses the balance of new… | | [Scikit Survival](/app/scikit-survival) | Skill | You are modelling how long until something happens, and some of your subjects never had the event during the study. That censoring breaks o… | | [Scikit Bio](/app/scikit-bio) | Skill | You have sequence data from a microbiome study and need the usual analyses done. This toolkit covers alignments and trees, the diversity me… | | [Scientific Critical Thinking](/app/scientific-critical-thinking) | Skill | Someone has put a scientific claim in front of you and you need to judge how much weight it can carry. This helps you examine the design, f… | | [Scientific Brainstorming](/app/scientific-brainstorming) | Skill | You are at the stage where the research question is not settled yet and several directions look plausible. This helps you generate options,… | | [MATLAB and GNU Octave](/app/matlab) | Skill | You have MATLAB or Octave code to write, inherit, or move somewhere else. This helps you build the numerical workflow, review it, and plan… | | [SymPy - Symbolic Mathematics in Python](/app/sympy) | Skill | Sometimes you need the real answer to a math problem, not a decimal that is close enough. This helps you do algebra, calculus, equation sol… | | [PyLabRobot](/app/pylabrobot) | Skill | You are writing a lab-automation protocol and would rather find the mistakes in simulation than on the bench. This helps you build PyLabRob… | | [PufferLib](/app/pufferlib) | Skill | You have a reinforcement-learning environment and you want it running under PufferLib, but the guidance you find may not match the version… | | [Opentrons Integration](/app/opentrons-integration) | Skill | You have a pipetting protocol to write for an Opentrons robot and mistakes cost real samples. This helps you author it, review it, simulate… | | [NeuroKit2](/app/neurokit2) | Skill | You are working with body signals recorded over time and the analysis has to hold up when someone repeats it. This helps you build or check… | | [Vaex](/app/vaex) | Skill | Sometimes the file is simply bigger than the memory on your machine, and the usual DataFrame tools stop working. This lets you filter, aggr… | | [Transformers](/app/transformers) | Skill | There are a lot of ready-made models available, and getting one loaded and running on your own task is the fiddly part. This covers pulling… | | [TileDB-VCF](/app/tiledbvcf) | Skill | If you are collecting genetic variant files across a large group of people, the pile gets hard to store and slow to search. This sets up th… | | [Statistical Analysis](/app/statistical-analysis) | Skill | You have experimental or survey data and want to compare groups or test an idea, but you are not sure which test applies or whether your da… | | [QuTiP 5](/app/qutip) | Skill | You are working out how a quantum system behaves over time, and the hard part is not the code but knowing whether the setup is right. This… | | [PyTDC (Therapeutics Data Commons)](/app/pytdc) | Skill | You are working on a therapeutics machine-learning problem and need data plus a fair way to measure against it. This reaches Therapeutics D… | | [Pymoo - Multi-Objective Optimization in Python](/app/pymoo) | Skill | Your design has to be good at more than one thing at once, and improving one makes another worse. This is a framework for exactly that: it… | | [Exploratory Data Analysis](/app/exploratory-data-analysis) | Skill | Before analysis, you need to know what is actually in a file: what is missing, what looks wrong, what would quietly break a model. This pro… | | [DeepChem](/app/deepchem) | Skill | When you want to predict something about a molecule, half the work is deciding how to represent it. This gives you many featurizers and rea… | | [Rowan](/app/rowan) | Skill | You need chemistry calculations on molecules or proteins, but standing up and maintaining local GPU machines is not the job you want. This… | | [OMERO Integration](/app/omero-integration) | Skill | Your microscopy images live on an OMERO server and you need to know what is there or move things around without breaking anything. This ins… | | [Molecular Dynamics](/app/molecular-dynamics) | Skill | You want to watch how a molecule actually moves, and that means setting up a simulation and then making sense of what comes out. This cover… | | [Markdown and Mermaid Writing](/app/markdown-mermaid-writing) | Skill | You are writing something scientific and it needs a diagram, but drawing tools mean a picture nobody can edit later. This writes both the d… | | [LatchBio Integration](/app/latchbio-integration) | Skill | You have a bioinformatics pipeline that needs to live on Latch rather than your laptop. This helps you build it, get it registered, fix it… | | [Hugging Science](/app/hugging-science) | Skill | You are doing machine learning in a scientific field and someone has probably already published a dataset, model or demo close to your prob… | | [Get Available Resources](/app/get-available-resources) | Skill | A machine may look bigger than what your job is actually allowed to use, especially inside a container or under a scheduler. This reports t… | | [FlowIO](/app/flowio) | Skill | Cytometry files arrive as a format you cannot just open and read. This lets you look at the metadata and channels, get the events into arra… | | [ETE Toolkit 4](/app/etetoolkit) | Skill | Once you have a tree, there is a lot left to do: reshape it, annotate it, compare it with another one, and draw it well enough to publish.… | | [DNAnexus Integration](/app/dnanexus-integration) | Skill | Running genomics pipelines on a shared platform means learning its command line, its app definitions and its job monitoring. This covers th… | | [DHDNA Profiler - Cognitive Pattern Extraction](/app/dhdna-profiler) | Skill | You have something someone wrote or said, and you want to understand the mind behind it rather than just the content. This looks at the tex… | | [DepMap - Cancer Dependency Map](/app/depmap) | Skill | If you are asking whether a gene is worth going after in cancer, someone has already measured what happens when it is knocked out across ma… | | [deepTools](/app/deeptools) | Skill | After sequencing reads are aligned, you still need to see whether the data looks right and what the signal does across your regions. This h… | | [Datamol Cheminformatics Skill](/app/datamol) | Skill | Working with chemical structures in Python usually means a lot of setup before you get to the actual question. This gives you the common st… | | [Database Lookup](/app/database-lookup) | Skill | Sometimes an answer has to come from a real source, not from what a model happens to remember. This helps you query public databases direct… | | [Consciousness Council](/app/consciousness-council) | Skill | You are stuck on a decision with real trade-offs and no obvious answer, and thinking about it alone keeps circling. This runs the question… | | [COBRApy - Constraint-Based Reconstruction and Analysis](/app/cobrapy) | Skill | You have a metabolic model and want to know how it behaves - what fluxes are possible, what happens if a gene is removed. This runs those c… | | [Brain Imaging Data Structure (BIDS)](/app/bids) | Skill | Neuroscience datasets get shared, reanalysed and fed into tools that expect a particular folder layout. This organises your data that way,… | | [Astropy](/app/astropy) | Skill | Astronomy data comes with its own units, coordinate frames, time systems and file formats, and getting them right is most of the work. This… | | [Aeon Time Series Machine Learning](/app/aeon) | Skill | Your data is measurements taken over time, and ordinary machine learning tools treat the order as if it did not matter. This brings in meth… | | [Scanpy: Single-Cell Analysis](/app/scanpy) | Skill | You have single-cell RNA-seq data and want to explore it along the well-trodden route: clean it, cluster it, see what differs. This covers… | | [Pyzotero](/app/pyzotero) | Skill | Your references live in Zotero and clicking through them one at a time is slow. This talks to your Zotero library from Python: fetch items,… | | [PyMC Bayesian Modeling](/app/pymc) | Skill | You have a question where the honest answer is a range rather than a single number, and your data has structure - groups within groups. PyM… | | [PyDESeq2](/app/pydeseq2) | Skill | You have bulk RNA-seq counts from two or more conditions and want to know which genes differ. This runs that comparison with PyDESeq2: you… | | [protocols.io Integration](/app/protocolsio-integration) | Skill | You need to get at a protocol on protocols.io - read it, check it, or take a copy. This does that, and when a change is wanted it writes ou… | | [Phylogenetics](/app/phylogenetics) | Skill | You have a set of biological sequences and you want to know how they are related to each other. This walks through lining them up, building… | | [Paperzilla](/app/paperzilla) | Skill | You are trying to keep up with what has been published and you would rather ask than browse. This lets you talk with your agent about Paper… | | [Paper Lookup](/app/paper-lookup) | Skill | You are looking for a paper and it could be in any of a dozen places, each with its own search box. This searches across the major literatu… | | [GPU Optimization for Python with NVIDIA](/app/optimize-for-gpu) | Skill | Your Python analysis takes too long and the machine has an NVIDIA card sitting idle. This moves the heavy parts onto the GPU and then check… | | [NetworkX](/app/networkx) | Skill | You have data that is really a web of connections - people, cells, roads, citations - and a table is the wrong shape for it. This builds th… | | [Matchms](/app/matchms) | Skill | You have tandem mass spectra and need them cleaned up and compared before they tell you anything. This handles reading the files, tidying t… | | [Imaging Data Commons](/app/imaging-data-commons) | Skill | You need real medical scans for a study or to train a model, and hunting through a public archive is slow. This helps you find what is in t… | | [Ginkgo Cloud Lab](/app/ginkgo-cloud-lab) | Skill | You want an experiment actually performed, but you do not have the bench or the robots. This lets you submit and manage protocols on Ginkgo… | | [Dask](/app/dask) | Skill | Your pandas or NumPy code works until the dataset gets too big to fit in memory, and then it stops. This lets that same style of code run a… | | [CZ CELLxGENE Census](/app/cellxgene-census) | Skill | You need published single-cell data - a particular tissue, organism, disease or cell type - and finding and downloading it is a chore. This… | | [Scholar Evaluation](/app/scholar-evaluation) | Skill | Someone's scholarly work needs a considered read, aimed at helping them improve it. This gives qualitative feedback with the evidence for e… | | [Clinical Decision-Support Research and Evaluation](/app/clinical-decision-support) | Skill | You are writing up clinical decision-support research and the paperwork around it has to hold together. This helps prepare and check docume… | | [Venue Templates](/app/venue-templates) | Skill | Every journal and conference has its own formatting rules, and getting them wrong costs you a submission. This helps you pick the right off… | | [Scientific Writing](/app/scientific-writing) | Skill | You are writing up research and the details will be checked: where each claim came from, who is an author, what the guidelines require. Thi… | | [Scientific Slides](/app/scientific-slides) | Skill | You have a talk to give and a deck to build for it. This helps with the order of the slides, the design, and whether it fits your time slot… | | [Research Grant Writing](/app/research-grants) | Skill | You are writing a grant proposal and every funder wants it a different way. This helps you write to the agency you are actually applying to… | | [PPTX posters](/app/pptx-posters) | Skill | The poster has to be a PowerPoint file, editable, and it has to come back from the printer right. This builds it from content and assets yo… | | [Parallel Web Toolkit](/app/parallel-web) | Skill | Sometimes an answer needs what is on the web today, not what was known before. This searches, pulls text out of pages, digs deep when a que… | | [Treatment-Plan Documentation](/app/treatment-plans) | Skill | The clinical decisions are made and verified; what is left is documentation that has to be complete and traceable. This formats the treatme… | | [Research Lookup](/app/research-lookup) | Skill | You are writing a paper or a brief and you need the literature behind it. This compiles current scholarly evidence, including the findings… | | [Peer Review](/app/peer-review) | Skill | You agreed to review a manuscript and now you have to write something useful without being unfair. This helps you assess it in a structured… | | [Market Research Reports](/app/market-research-reports) | Skill | Someone wants a market size or a forecast, and the number will be argued over. This builds the report so every claim points back to its evi… | | [LaTeX Research Posters](/app/latex-posters) | Skill | You have a conference poster to make and you would rather write it in LaTeX than wrestle with a slide tool. This handles the layout, the co… | | [Infographics](/app/infographics) | Skill | You have numbers or findings and you need a graphic that presents them, but you are not a designer. This builds the infographic and keeps i… | | [Scientific Hypothesis Generation](/app/hypothesis-generation) | Skill | You noticed something in early results and you are not sure yet whether it means anything. This helps you turn that into a clear question,… | | [Clinical Reports](/app/clinical-reports) | Skill | You have to write up a clinical case, a trial, or a safety summary, and the paperwork has to hold up. This lays out the structure of the re… | ## Links - [k-dense.ai](https://www.k-dense.ai/) - [X](https://x.com/k_dense_ai) - [GitHub](https://github.com/K-Dense-AI) --- Canonical URL: