Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Repository Index
73,362 visible repositories in the index
1–24 of 107 · Most stars
The fundamental package for scientific computing with Python.
- numpy
- python
SciPy library main repository
- python
- scipy
- algorithms
- closember
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
The repository host gives no description.
- segmentation
A Python implementation of global optimization with gaussian processes.
- optimization
- gaussian-processes
- bayesian-optimization
- python
TranslatedA knowledge graph for mathematics (primary school to high school), English (grade 3 to high school), and junior high school physics: 1,644 knowledge points, 2,403 prerequisite edges, and 6,723 questions, aligned with the curriculum standards, with an adaptive prerequisite diagnostic.
- chinese
- curriculum
- diagnostic
- edtech
Efficiently computes derivatives of NumPy code.
- autograd
- automatic-differentiation
- numpy
- python
A Python framework for GPU-accelerated simulation, robotics, and machine learning.
- differentiable-programming
- python
- gpu-acceleration
- nvidia
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
- genetic-algorithm
- pso
- particle-swarm-optimization
- tsp
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Official git repository for Biopython (originally converted from CVS)
- python
- bioinformatics
- genomics
- biopython
A PyTorch Library for Accelerating 3D Deep Learning Research
- pytorch
- 3d-deep-learning
- neural-networks
- differentiable-rendering
Python framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.
- nisq
- quantum-algorithms
- quantum-computing
- cirq
TranslatedDeepAnalyze is the first agentic LLM for autonomous data science. 🎈Your AI data analyst, automatically analyzes large amounts of data and generates professional analysis reports with one click!
A library for scientific machine learning and physics-informed learning
- neural-network
- deep-learning
- scientific-machine-learning
- pinn
A Python toolbox for performing gradient-free optimization
Biomni: a general-purpose biomedical AI agent
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
Solving the Traveling Salesman Problem using Self-Organizing Maps
- self-organizing-map
- som
- tsp
- tsp-problem
3D visualization and mesh analysis for science and engineering
- vtk
- python
- visualization
- 3d
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.