added temp enc

examples/simple1d.rs

@@ -0,0 +1,41 @@
+#![allow(non_snake_case)]
+use burn::Tensor;
+//
+use burn::prelude::Backend;
+use spikers::encoders;
+
+fn main() {
+    let useGPU = {
+        // use burn::backend::Wgpu;
+        use burn::backend::wgpu::WgpuDevice;
+        match WgpuDevice::DefaultDevice {
+            WgpuDevice::Cpu => {
+                println!("GPU Not Found, using NDArray Backend");
+                false
+            }
+            _ => true,
+        }
+    };
+
+    if useGPU {
+        use burn::backend::Wgpu;
+        use burn::backend::wgpu::WgpuDevice;
+        run::<Wgpu>(WgpuDevice::default());
+    } else {
+        use burn::backend::NdArray;
+        use burn::backend::ndarray::NdArrayDevice;
+        run::<NdArray>(NdArrayDevice::default());
+    }
+    // encode(data, numSteps);
+}
+
+fn run<B: Backend>(device: B::Device) {
+    println!("Using {:?} Device", B::name(&device));
+    // let someTens = Tensor::<B, 1>::random(Shape::new([3]), Distribution::Normal(0., 1.), &device);
+    let someTens = Tensor::<B, 1>::from_floats([0., 0.2, 0.4, 0.6, 0.8, 1.0], &device);
+    println!("{}", encoders::rate::encode::<B, 1, 2>(&someTens, 10));
+    println!(
+        "{}",
+        encoders::temporal::encode::<B, 1, 2>(&someTens, 10, true)
+    );
+}