backprop
Backprop algorithm library
A Haskell library providing automatic heterogeneous back-propagation for differentiable programming and deep learning applications.
Heterogeneous automatic differentiation ("backpropagation") in Haskell
180 stars
17 watching
22 forks
Language: Haskell
last commit: 6 months ago automatic-differentiationbackpropbackpropagationdeep-learninggradient-descentgraphneural-network
Related projects:
| Repository | Description | Stars |
|---|---|---|
 saschagrunert/nn | A small neural network implementation of the backpropagation algorithm in Haskell | 127 |
| mstksg/auto | Provides a declarative API for creating discrete-step, locally stateful interactive programs and automations | 180 |
 ag14774/diffdist | Enables backpropagation in distributed settings and facilitates model parallelism using differentiable communication between processes | 62 |
 backprop-ai/backprop | A Python library that provides pre-trained models and tools for fine-tuning and deploying natural language processing tasks | 243 |
 hasktorch/hasktorch | A Haskell library for building neural networks and working with tensors. | 1,083 |
 ajtulloch/haskell-ml | Implementations of basic machine learning algorithms in Haskell | 57 |
 brunjlar/neural | A Haskell-based framework for flexible neural networks and similar parameterized models with automatic differentiation and modular training algorithms. | 124 |
 anton-k/processing-for-haskell | A Haskell implementation of a subset of the Processing language for computer graphics | 71 |
 katychuang/getting-started-with-haskell | A collection of resources and tutorials to help beginners build practical projects in the Haskell programming language. | 118 |
 fjvallarino/monomer | A cross-platform GUI library for writing native Haskell applications | 598 |
 mikeizbicki/hlearn | Developing a high-performance machine learning library that balances speed and flexibility in Haskell | 1,623 |
 jgm/texmath | A Haskell library for converting between various markup formats used to represent mathematics. | 327 |
 sahith02/machine-learning-algorithms | A comprehensive resource for machine learning and deep learning algorithms | 295 |
 kztk-m/sparcl | A language and runtime environment for partially invertible computation, focusing on linear typing and reversible programming. | 10 |
 bolt12/laop | A Haskell-based library for algebraic construction and manipulation of matrices | 83 |