Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Repository Index
47,133 repositories indexed
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NumPy & SciPy for GPU
- cuda
- cudnn
- cublas
- cusolver
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
- quantum-computing
- qiskit
- sdk
- quantum-programming-language
Efficiently computes derivatives of NumPy code.
- autograd
- automatic-differentiation
- numpy
- python
🔩 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
N-D labeled arrays and datasets in Python
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
- mesa
- agent-based-modeling
- agent-based-simulation
- simulation-framework
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
Adaptive Experimentation Platform
Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more
Optax is a gradient processing and optimization library for JAX.
QuTiP: Quantum Toolbox in Python
- qutip
- python
- quantum-toolbox
- quantum
WeeWX code repository
- weather
- python
- weewx
- raspberry-pi
Fast NumPy array functions written in C
- c
- python
- numpy
- fast
Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
- deep-learning
- pytorch
- deep-chemistry
- graph-neural-network
A flexible framework for solving PDEs with modern spectral methods.
- spectral-methods
- fluid-dynamics
- pde-solver
Algebraic Multigrid Solvers in Python
- amg
- solver
- python
- multigrid
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
Module for statistical learning, with a particular emphasis on time-dependent modelling
- machine-learning
- python
- point-process
- optimization
Universal SKILL.md catalog for research workflows: literature review, research design, project memory, manuscript writing, and cross-agent delegation for Claude Code, Codex, Gemini, Cursor, OpenClaw, and generic AI clients.
- academic-writing
- ai-skills
- notebooklm
- obsidian
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
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
- posthoc-comparisons
- posthoc-tests
- python
- scikit