From 3f1122136682ff134b6b502f38a183b6b0715f58 Mon Sep 17 00:00:00 2001 From: root Date: Fri, 12 Jul 2024 07:48:39 +0800 Subject: [PATCH] update README.md --- README.md | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index cab25cc..4c60518 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,7 @@ TensorNEAT is a JAX-based libaray for NeuroEvolution of Augmenting Topologies (N - JAX-based network for neuroevolution: - **Batch inference** across networks with different architectures, GPU-accelerated. - Evolve networks with **irregular structures** and **fully customize** their behavior. - - Visualize the network and represent it in **mathematical formulas** or codes. + - Visualize the network and represent it in **mathematical formulas** or **codes**. - GPU-accelerated NEAT implementation: - Run NEAT and HyperNEAT on GPUs. @@ -78,15 +78,15 @@ pipeline.show(state, best) Obtain result in a few generations: ``` Fitness limit reached! -input: [0. 0. 0.], target: [0.], predict: [0.00066471] -input: [0. 0. 1.], target: [1.], predict: [0.9992988] -input: [0. 1. 0.], target: [1.], predict: [0.9988666] -input: [0. 1. 1.], target: [0.], predict: [0.00107922] -input: [1. 0. 0.], target: [1.], predict: [0.9987184] -input: [1. 0. 1.], target: [0.], predict: [0.00093677] -input: [1. 1. 0.], target: [0.], predict: [0.00060118] -input: [1. 1. 1.], target: [1.], predict: [0.99927646] -loss: 8.484730074087565e-07 +input: [0. 0. 0.], target: [0.], predict: [0.00037953] +input: [0. 0. 1.], target: [1.], predict: [0.9990619] +input: [0. 1. 0.], target: [1.], predict: [0.9991497] +input: [0. 1. 1.], target: [0.], predict: [0.0004661] +input: [1. 0. 0.], target: [1.], predict: [0.998262] +input: [1. 0. 1.], target: [0.], predict: [0.00077246] +input: [1. 1. 0.], target: [0.], predict: [0.00082464] +input: [1. 1. 1.], target: [1.], predict: [0.99909043] +loss: 8.861396736392635e-07 ``` 4. **Visualize the best network**: ```python