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
Repository Index
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AI Toolkit for Healthcare Imaging
- healthcare-imaging
- deep-learning
- medical-image-computing
- medical-image-processing
A Python based monitoring and tracking tool for Plex Media Server.
- plex
- plexpy
- python
- monitoring
An open-source, GPU-accelerated physics simulation engine built upon NVIDIA Warp, specifically targeting roboticists and simulation researchers.
- physics-simulation
- robotics
- nvidia-warp
- newton-physics
A hardware-agnostic SDK for optimization problems: define a problem once, then lower it to any quantum or classical solver
- constraint-programming
- quantum-computing
- quadratic-programming
Biomni: a general-purpose biomedical AI agent
This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.
Tool for robust segmentation of >100 important anatomical structures in CT and MR images
POT : Python Optimal Transport
- optimal-transport
- numerical-optimization
- machine-learning
- emd
Operate and manipulate physical quantities in Python
- python
- science
- units
Unsupervised Learning for Image Registration
- image-registration
- image-alignment
- machine-learning
- deep-learning
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
- semi-supervised-learning
[IEEE TMI Best Paper Award] Official Implementation for UNet++
- medical-imaging
- segmentation
- unet
- biomedical-imaging
An object-oriented algebraic modeling language in Python for structured optimization problems.
- python
- optimization
- linear-programming
- mathematical-programming
Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more
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
Medical imaging processing for AI applications.
- pytorch
- medical-image-computing
- deep-learning
- data-augmentation
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
- python
- ecg
- eda
- emg
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
PyPSA: Python for Power System Analysis
- python
- optimisation
- energy-system
- power-systems-analysis
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
- python
- genetic-algorithm
- optimization
- numpy
An open-source Python framework for hybrid quantum-classical machine learning.
- cirq
- machine-learning
- python
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
- differential-equations
- jax
- deep-learning
- neural-differential-equations