SkillsAdd

Source

tondevrel/scientific-agent-skills

62 skills · 5K combined installs

Skills from this source

#
Skill
Source
8W Activity
Installs
1
xgboost-lightgbm Industry-standard gradient boosting libraries for tabular data and structured datasets.
tondevrel/scientific-agent-skills
429
2
matplotlib The foundational library for creating static, animated, and interactive visualizations in Python.
tondevrel/scientific-agent-skills
360
3
opencv Open Source Computer Vision Library (OpenCV) for real-time image processing, video analysis, object detection, face r…
tondevrel/scientific-agent-skills
282
4
pyomo Python Optimization Modeling Objects. A high-level framework for formulating, solving, and analyzing optimization mod…
tondevrel/scientific-agent-skills
217
5
plotly A high-level interactive graphing library for Python.
tondevrel/scientific-agent-skills
196
6
ortools Google Optimization Tools. An open-source software suite for optimization, specialized in vehicle routing, flows, int…
tondevrel/scientific-agent-skills
171
7
seaborn A Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive an…
tondevrel/scientific-agent-skills
149
8
scikit-learn The industry standard library for machine learning in Python. Provides simple and efficient tools for predictive data…
tondevrel/scientific-agent-skills
109
9
numpy Comprehensive guide for NumPy - the fundamental package for scientific computing in Python. Use for array operations,…
tondevrel/scientific-agent-skills
105
10
scipy Comprehensive guide for SciPy - the fundamental library for scientific and technical computing in Python. Use for int…
tondevrel/scientific-agent-skills
105
11
xarray N-dimensional labeled arrays and datasets in Python. Built on top of NumPy and Dask. It introduces labels in the form…
tondevrel/scientific-agent-skills
102
12
matplotlib-pro Professional sub-skill for Matplotlib focused on high-performance animations, complex multi-figure layouts (GridSpec)…
tondevrel/scientific-agent-skills
82
13
numba A Just-In-Time (JIT) compiler for Python that translates a subset of Python and NumPy code into fast machine code. De…
tondevrel/scientific-agent-skills
75
14
scikit-image A collection of algorithms for image processing in Python. Built on NumPy, SciPy, and Cython. It focuses on scientifi…
tondevrel/scientific-agent-skills
75
15
statsmodels Advanced statistical modeling and hypothesis testing. Complementary to SciPy's stats module, it provides classes and …
tondevrel/scientific-agent-skills
74
16
fastapi-streamlit Dual skill for deploying scientific models. FastAPI provides a high-performance, asynchronous web framework for build…
tondevrel/scientific-agent-skills
73
17
chempy A Python package useful for chemistry (mainly physical/analytical/inorganic chemistry).
tondevrel/scientific-agent-skills
69
18
shapely Manipulation and analysis of planar geometric objects. Based on the widely deployed GEOS library. Provides data struc…
tondevrel/scientific-agent-skills
69
19
sklearn-advanced Professional sub-skill for scikit-learn focused on robust pipeline architecture, custom estimator development, advanc…
tondevrel/scientific-agent-skills
67
20
jax-pde Advanced sub-skill for JAX focused on solving Partial Differential Equations (PDEs) and Differentiable Physics. Cover…
tondevrel/scientific-agent-skills
65
21
sklearn-explainability Advanced sub-skill for scikit-learn focused on model interpretability, feature importance, and diagnostic tools. Cove…
tondevrel/scientific-agent-skills
64
22
ase Atomic Simulation Environment - a set of tools for setting up, manipulating, running, visualizing, and analyzing atom…
tondevrel/scientific-agent-skills
63
23
pytorch-research Advanced sub-skill for PyTorch focused on deep research and production engineering. Covers custom Autograd functions,…
tondevrel/scientific-agent-skills
63
24
pandas-performance Advanced sub-skill for pandas focused on memory optimization, execution speed, and handling large-scale datasets (10M…
tondevrel/scientific-agent-skills
62
25
mne Open-source Python package for exploring, visualizing, and analyzing human neurophysiological data including EEG, MEG…
tondevrel/scientific-agent-skills
61
26
pytorch Leading deep learning framework. Provides Tensors and Dynamic Computational Graphs with strong GPU acceleration. Wide…
tondevrel/scientific-agent-skills
60
27
mdanalysis Comprehensive guide for MDAnalysis - the Python library for analyzing molecular dynamics trajectories. Use for trajec…
tondevrel/scientific-agent-skills
59
28
networkx Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex network…
tondevrel/scientific-agent-skills
59
29
duckdb An analytical in-process SQL database management system. Designed for fast analytical queries (OLAP). Highly interope…
tondevrel/scientific-agent-skills
58
30
numpy-low-level Advanced sub-skill for NumPy focused on internal memory management, stride manipulation, structured arrays, and inter…
tondevrel/scientific-agent-skills
58
31
jax Composable transformations of Python+NumPy programs. Differentiate, vectorize, JIT-compile to GPU/TPU. Built for high…
tondevrel/scientific-agent-skills
57
32
biopython Comprehensive guide for Biopython - the premier Python library for computational biology and bioinformatics. Use for …
tondevrel/scientific-agent-skills
54
33
geopandas Open source project to make working with geospatial data in python easier. Extends the datatypes used by pandas to al…
tondevrel/scientific-agent-skills
53
34
lifelines Complete survival analysis library in Python. Handles right-censored data, Kaplan-Meier curves, and Cox regression. S…
tondevrel/scientific-agent-skills
52
35
pyscf Comprehensive guide for PySCF - Python-based Simulations of Chemistry Framework. Use for ab initio quantum chemistry …
tondevrel/scientific-agent-skills
52
36
pydicom Python package for working with DICOM files. It allows you to read, modify, and write DICOM data in a Pythonic way. E…
tondevrel/scientific-agent-skills
51
37
sympy Comprehensive guide for SymPy - Python library for symbolic mathematics.
tondevrel/scientific-agent-skills
51
38
transformers State-of-the-art Machine Learning for PyTorch, TensorFlow, and JAX. Provides thousands of pretrained models to perfor…
tondevrel/scientific-agent-skills
51
39
pytorch-deployment Advanced sub-skill for PyTorch focused on model productionization and deployment. Covers TorchScript (JIT/Tracing), O…
tondevrel/scientific-agent-skills
50
40
tqdm A fast, extensible progress bar for Python and CLI.
tondevrel/scientific-agent-skills
49
41
polars Blazingly fast DataFrame library written in Rust. Features a multi-threaded query engine, lazy evaluation, and effici…
tondevrel/scientific-agent-skills
48
42
rdkit Open-source cheminformatics and machine learning toolkit for drug discovery, molecular manipulation, and chemical pro…
tondevrel/scientific-agent-skills
48
43
scikit-bio Library for bioinformatics and community ecology statistics.
tondevrel/scientific-agent-skills
48
44
astropy The core library for Astronomy and Astrophysics in Python.
tondevrel/scientific-agent-skills
47
45
openbabel A chemical toolbox designed to speak the many languages of chemical data. Supports over 110 formats and provides tool…
tondevrel/scientific-agent-skills
47
46
pyproj Python interface to PROJ (cartographic projections and coordinate transformations library). Handles transformations b…
tondevrel/scientific-agent-skills
46
47
scanpy Scalable toolkit for analyzing single-cell gene expression data. Built on top of Anndata, focusing on clustering, tra…
tondevrel/scientific-agent-skills
46
48
simpy A process-based discrete-event simulation framework. Use for modeling queuing systems, supply chains, manufacturing p…
tondevrel/scientific-agent-skills
45
49
prody Protein Dynamics, Evolution, and Structure analysis. Specialized in Normal Mode Analysis (NMA) using Anisotropic (ANM…
tondevrel/scientific-agent-skills
44
50
pysam Python module for reading, manipulating and writing genomic alignment formats (SAM/BAM/CRAM) and variant files (VCF/B…
tondevrel/scientific-agent-skills
44
Page 1 · 62 total Next