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Tags: Science and math
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1–24 of 72 · Most stars

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.

A Python framework for GPU-accelerated simulation, robotics, and machine learning.

  • differentiable-programming
  • python
  • gpu-acceleration
  • nvidia

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

Infrastructure for evolutionary AI systems. GPU-accelerated, PyTorch-based optimization with an ecosystem of algorithm libraries, benchmarks, and tools.

  • evolutionary-algorithms
  • neuroevolution
  • gpu-acceleration
  • multi-objective-optimization

An object-oriented algebraic modeling language in Python for structured optimization problems.

  • python
  • optimization
  • linear-programming
  • mathematical-programming

ProtoMotions is a GPU-accelerated simulation and learning framework for training physically simulated digital humans and humanoid robots.

  • character-animation
  • digital-human
  • humanoid
  • humanoid-robots

PyPSA: Python for Power System Analysis

  • python
  • optimisation
  • energy-system
  • power-systems-analysis