Evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Evotorch | 941 | | 1 | 3 months ago | 9 | November 02, 2023 | 13 | apache-2.0 | Python | |
| Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE. | ||||||||||
| Agilerl | 457 | 3 months ago | apache-2.0 | Python | ||||||
| Streamlining reinforcement learning with RLOps | ||||||||||
| Torchga | 78 | 10 months ago | 3 | Python | ||||||
| Train PyTorch Models using the Genetic Algorithm with PyGAD | ||||||||||
| Distributedes | 56 | 6 years ago | apache-2.0 | Python | ||||||
| Distributed implementation of popular evolutionary methods | ||||||||||
| Cgp Cnn | 55 | 6 years ago | 3 | mit | Python | |||||
| A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award) | ||||||||||
| Evolutionary Autoencoders | 53 | 6 years ago | 3 | mit | Python | |||||
| Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search (ICML 2018) | ||||||||||
| Cgp Cnn Pytorch | 27 | 4 years ago | 2 | mit | Python | |||||
| A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award) | ||||||||||
| Pearl | 27 | 2 years ago | 4 | mit | Python | |||||
| Adaptable tools to make reinforcement learning and evolutionary computation algorithms. | ||||||||||
| Practical_rl | 24 | 6 years ago | unlicense | Jupyter Notebook | ||||||
| My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow | ||||||||||
| Simple Es | 9 | 2 years ago | 1 | apache-2.0 | Python | |||||
| Simple implementations of multi-agent evolutionary strategies using pytorch. | ||||||||||
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Python
Pytorch
Artificial Intelligence
Neural Network
Gpu
Optimization
Reinforcement Learning
Optimization Algorithms
Evolutionary Algorithm
Neuroevolution