tensorneat
GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)
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Download Latest Version (.zip)- pypi_publish.yaml
- modules.rst
- tensorneat.algorithm.hyperneat.rst
- tensorneat.algorithm.hyperneat.substrate.rst
- tensorneat.algorithm.neat.rst
- tensorneat.algorithm.rst
- tensorneat.common.evox_adaptors.rst
- tensorneat.common.functions.rst
- tensorneat.common.rst
- tensorneat.genome.gene.conn.rst
- tensorneat.genome.gene.node.rst
- tensorneat.genome.gene.rst
- tensorneat.genome.operations.crossover.rst
- tensorneat.genome.operations.distance.rst
- tensorneat.genome.operations.mutation.rst
- tensorneat.genome.operations.rst
- tensorneat.genome.rst
- tensorneat.problem.func_fit.rst
- tensorneat.problem.rl.rst
- tensorneat.problem.rst
- tensorneat.rst
- conf.py
- index.rst
- requirements.txt
- ant.py
- halfcheetah.py
- hopper.py
- hopper_origin.py
- hopper_recurrent.py
- walker2d.py
- custom_func_fit.py
- xor.py
- xor_grad.py
- xor_hyperneat.py
- xor_hyperneat_feedforward.py
- xor_origin.py
- xor_recurrent.py
- xor_restore_evolving.py
- xor_save_the_evolving_state.py
- xor_without_pipeline.py
- arcbot.py
- cartpole.py
- cartpole_hyperneat.py
- mountain_car_continuous.py
- visualize_genome-checkpoint.ipynb
- genome_sympy.ipynb
- genome_sympy.py
- graph.svg
- network.json
- network.svg
- visualize_genome.ipynb
- visualize_genome.py
- swimmer6.py
- README.md
- walker2d_evox.py
- cppn_network.svg
- evox_brand_dark.svg
- evox_brand_light.svg
- evox_logo_dark.svg
- evox_logo_light.svg
- halfcheetah_animation_200.gif
- halfcheetah_network.svg
- hopper_animation_200.gif
- hopper_network.svg
- hyperneat_network.svg
- walker2d_animation_200.gif
- walker2d_network.svg
- xor_network.svg
- __init__.py
- base.py
- default.py
- full.py
- mlp.py
- __init__.py
- hyperneat.py
- hyperneat_feedforward.py
- __init__.py
- neat.py
- species.py
- __init__.py
- base.py
- __init__.py
- algorithm_adaptor.py
- tensorneat_monitor.py
- __init__.py
- act_jnp.py
- act_sympy.py
- agg_jnp.py
- agg_sympy.py
- manager.py
- __init__.py
- graph.py
- state.py
- stateful_class.py
- sympy_tools.py
- tools.py
- __init__.py
- base.py
- default.py
- origin.py
- __init__.py
- base.py
- bias.py
- default.py
- origin.py
- __init__.py
- base.py
- __init__.py
- base.py
- default.py
- __init__.py
- base.py
- default.py
- __init__.py
- base.py
- default.py
- recurrent.py
- __init__.py
- __init__.py
- base.py
- default.py
- recurrent.py
- utils.py
- __init__.py
- custom.py
- func_fit.py
- xor.py
- xor3d.py
- __init__.py
- brax.py
- gymnax.py
- mujoco_playground.py
- rl_jit.py
- __init__.py
- base.py
- __init__.py
- pipeline.py
- __init__.py
- benchmark_optimization.py
- crossover_mutation.py
- mlp_substrate.py
- nan_fitness.py
- origin_operations_test.py
- profile_memory_for_issue.py
- ranknet.py
- ranknet_neat.py
- test.ipynb
- test.py
- test_b_spline_conn.ipynb
- test_compile_time.ipynb
- test_efficient_b_spline.ipynb
- test_flatten.ipynb
- test_genome.py
- test_grad.py
- test_kan.ipynb
- test_nan_fitness.py
- test_record_episode.ipynb
- test_record_episode.py
- test_update_by_batch.ipynb
- mutated_network.svg
- origin_network.svg
- tutorial-00-functional programming and state.ipynb
- tutorial-01-genome.ipynb
- tutorial-02-Usage.ipynb
- tutorial_0_state.pkl
- .gitignore
- .readthedocs.yaml
- LICENSE
- pyproject.toml
- README.md
# Installation Guide
git clone https://github.com/EMI-Group/tensorneat
Downloads the entire project code from GitHub to your computer.
cd tensorneat
Moves into the project folder you just downloaded.
2. Official Install Script
Easy Recommended- Python 3 Python is required to use pip.
pip install -U jax
Installs the package published on PyPI directly β no need to clone the source.
pip install -U "jax[cuda12]"
Installs the package published on PyPI directly β no need to clone the source.
pip install git+https://github.com/EMI-Group/tensorneat.git
Installs the package published on PyPI directly β no need to clone the source.
pip install "git+https://github.com/EMI-Group/evox@v0.9.1-dev"
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.
3. Python
Easypip install -U jax
Installs the package published on PyPI directly β no need to clone the source.
pip install -U "jax[cuda12]"
Installs the package published on PyPI directly β no need to clone the source.
pip install git+https://github.com/EMI-Group/tensorneat.git
Installs the package published on PyPI directly β no need to clone the source.
pip install "git+https://github.com/EMI-Group/evox@v0.9.1-dev"
Installs the package published on PyPI directly β no need to clone the source.
Pulled directly from this repo's README.