hasktorch

We have hosted the application hasktorch in order to run this application in our online workstations with Wine or directly.

Quick description about hasktorch:

Hasktorch is a powerful Haskell library for tensor computation and neural network modeling, built on top of libtorch (the backend of PyTorch). It brings differentiable programming, automatic differentiation, and efficient tensor operations into Haskell’s strongly typed functional paradigm.

Features:

• High-performance tensor operations utilizing libtorch for CPU and GPU computation
• Support for both typed and untyped tensors to ensure type safety and flexibility
• Automatic differentiation for gradient-based optimization and learning
• Abundant mathematical operations including linear algebra, neural network layers, and probability distributions
• Lightweight, idiomatic Haskell design leveraging algebraic data types and functional composition
• Active open-source community with tutorials, examples, and multi-platform support (Linux, macOS, Nix, Docker)

Programming Language: Haskell.
Categories: