Rust based Cross-GPU Machine Learning.

This project is for those that miss strongly typed compiled languages (where for-loops are okay!) Note: We still vectorize all the required BLAS tasks on the GPU.

• Multi GPU support
• OpenCL + CUDA + CPU build support
• Perceptron's
• Activations: [Sigmoid, Tanh, Softmax]
• Initializations: [Lecun Uniform, Glorot Normal, Glorot Uniform]
• Loss Functions: [MSE, Cross-Entropy]
• OpenGL based plotting
• AutoEncoder's [Work in Progress]
• LSTM's [Work in Progress]
• RTRL [Work in Progress]

See here

• Thanks to the arrayfire team for working with me to get the rust bindings up.
• Keras for inspiration as a lot of functions are similar to their implementation (minus the theano nonsense).