Efficiently computes derivatives of NumPy code.
- autograd
- automatic-differentiation
- numpy
- python
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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.
Deep probabilistic analysis of single-cell and spatial omics data
- scrna-seq
- variational-bayes
- variational-autoencoder
- cite-seq
MLBox is a powerful Automated Machine Learning python library.
- machine-learning
- auto-ml
- kaggle
- deep-learning
A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.
- autonomous-driving
- cooperative-driving-automation
- simulation
- connected-and-automated-vehicles
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
Automated Attack Simulation in the Cloud, complete with detection use cases.
Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)
A generic interface for the environmental perception of automated driving functions in virtual scenarios.
- asam
- osi
- open-simulation-interface
- simulation
Maze Applied Reinforcement Learning Framework
Solve automatic numerical differentiation problems in one or more variables.
Automated 3D cell detection in very large images
- microscopy
- cell-detection
- deep-learning
- image-analysis
Simulation-based Lidar Super-resolution for Ground Vehicles
An automatic code generator for nonlinear model predictive control (NMPC) and the continuation/GMRES method (C/GMRES) based numerical solvers for NMPC
- model-predictive-control
- nonlinear-model-predictive-control
- mpc
- nmpc
Automated 3D brain registration with support for multiple species and atlases.
- registration
- atlases
- brain
- neuroscience
Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
- biology
- fluorescence
- image-analysis
- image-processing
Autonomous multi-agent framework to optimize scientific software
- acceleration
- agentic-ai
- ai-agents
- bioinformatics
Open-source simulation harness for testing AI agents. Simulate LLM and tool calls to test edge cases, failure paths, and agent logic without live API calls.
- ai-agents
- ai-testing
- llm
- llm-evaluation