Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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The fundamental package for scientific computing with Python.
- numpy
- python
SciPy library main repository
- python
- scipy
- algorithms
- closember
A computer algebra system written in pure Python
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
High-performance TensorFlow library for quantitative finance.
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
- python
- spack
- package-manager
- hpc
Python framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.
- nisq
- quantum-algorithms
- quantum-computing
- cirq
A library of reinforcement learning components and agents
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.
Accelerated deep learning R&D
Visualize and compare datasets, target values and associations, with one line of code.
- pandas-dataframe
- eda
- pandas
- data-exploration
QuTiP: Quantum Toolbox in Python
- qutip
- python
- quantum-toolbox
- quantum
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
- diffusion-models
- docking
- binding
- computational-biology
A Python library for quantum programming using Quil.
- forest
- quil
- quantum-computing
- quantum-programming
Python interface for igraph
- complex-networks
- graph-algorithms
- graph-theory
- mathematics
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
Cloud-native genomic dataframes and batch computing
- genetics
- vcf
- genomics
- gwas
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
- self-driving-car
- tensorflow
- reinforcement-learning
- unreal-engine
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
- hpc
- workflow
- workflow-automation
- workflow-management
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
- computer-vision
- machine-learning
- deep-learning
- autonomous-vehicles