usfiscaldata

Free, open REST API from the U.S. Department of the Treasury for federal financial data. No API key or registration requ...

github

umap-learn

UMAP (Uniform Manifold Approximation and Projection) is a dimensionality reduction technique for visualization and gener...

github

transformers

The Hugging Face Transformers library provides access to thousands of pre-trained models for tasks across NLP, computer ...

github

torchdrug

TorchDrug is a comprehensive PyTorch-based machine learning toolbox for drug discovery and molecular science. Apply grap...

github

torch-geometric

PyG is the standard library for Graph Neural Networks built on PyTorch. It provides data structures for graphs, 60+ GNN ...

github

timesfm-forecasting

TimesFM (Time Series Foundation Model) is a pretrained decoder-only foundation model developed by Google Research for ti...

github

tiledbvcf

TileDB-VCF is a high-performance C++ library with Python and CLI interfaces for efficient storage and retrieval of genom...

github

sympy

SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than...

github

statsmodels

Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnos...

github

statistical-analysis

Statistical analysis is a systematic process for testing hypotheses and quantifying relationships. Conduct hypothesis te...

github

stable-baselines3

Stable Baselines3 (SB3) is a PyTorch-based library providing reliable implementations of reinforcement learning algorith...

github

simpy

SimPy is a process-based discrete-event simulation framework based on standard Python. Use SimPy to model systems where ...

github

shap

SHAP is a unified approach to explain machine learning model outputs using Shapley values from cooperative game theory. ...

github

seaborn

Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for data...

github

scvi-tools

scvi-tools is a comprehensive Python framework for probabilistic models in single-cell genomics. Built on PyTorch and Py...

github

scvelo

scVelo is the leading Python package for RNA velocity analysis in single-cell RNA-seq data. It infers cell state transit...

github

scikit-survival

scikit-survival is a Python library for survival analysis built on top of scikit-learn. It provides specialized tools fo...

github

scikit-bio

scikit-bio is a comprehensive Python library for working with biological data. Apply this skill for bioinformatics analy...

github

scientific-visualization

Scientific visualization transforms data into clear, accurate figures for publication. Create journal-ready plots with m...

github

scientific-brainstorming

Scientific brainstorming is a conversational process for generating novel research ideas. Act as a research ideation par...

github

scanpy

Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for compl...

github

rowan

Rowan is a cloud-native workflow platform for molecular simulation, medicinal chemistry, and structure-based design. Its...

github

rdkit

RDKit is a comprehensive cheminformatics library providing Python APIs for molecular analysis and manipulation. This ski...

github

qutip

QuTiP provides comprehensive tools for simulating and analyzing quantum mechanical systems. It handles both closed (unit...

github