A computer algebra system written in pure Python
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Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
- drug-discovery
- quantum-chemistry
- deep-learning
- biology
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
Astronomy and astrophysics core library
3D visualization and mesh analysis for science and engineering
- vtk
- python
- visualization
- 3d
Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization
Brian is a free, open source simulator for spiking neural networks.
- python
- neuroscience
- science
- differential-equations
Math & CS awesome List, distinguished by proof and logic technique
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
- hpc
- workflow
- workflow-automation
- workflow-management
Plant phenotyping with image analysis
- science
- bioinformatics
- image-analysis
- plant-phenotyping
A Python package to visualise neuroanatomical data in atlas space
- neuroscience
- python
- anatomy
- visualization
Interactive network visualization in Python and Dash, powered by Cytoscape.js
- plotly-dash
- plotly
- dash
- cytoscape
FiPy is a Finite Volume PDE solver written in Python
- scientific-computing
- scientific-computing-with-python
- phase-field
- materials-science
An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.
- itk
- insight-toolkit
- jupyter
- jupyter-widget
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
- pandas
- pandas-summary
- dataframes
- data-science
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
- eda
- pandas
- data-science
- exploratory-data-analysis
cell detection in calcium imaging recordings
- imaging
- neuroscience
- data-analysis
Python-centric Cookiecutter for Molecular Computational Chemistry Packages
- cookiecutter
- python-packages
- molecular-sciences
- conda-environment
Maze Applied Reinforcement Learning Framework
Automated 3D cell detection in very large images
- microscopy
- cell-detection
- deep-learning
- image-analysis
PyTorch Connectomics: segmentation toolbox for EM connectomics
- computer-vision
- neuroscience
- connectomics
- pytorch
A Python interface to access neuroanatomical atlases
- neuroscience
- python
- microscopy
- registration
ChemML is a machine learning and informatics program suite for the chemical and materials sciences.
- quantum-mechanics
- materials-informatics
- data-science
- machine-learning