DL4S
Tensor calculator
A Swift-based library for accelerated tensor operations and dynamic neural networks using reverse mode automatic differentiation.
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux
104 stars
5 watching
13 forks
Language: Swift
last commit: about 1 year ago
Linked from 2 awesome lists
autogradautomatic-differentiationconvolutional-neural-networksdeep-learningdeep-neural-networksderivativesgradient-descentmachine-learningneural-networksoptimizersrecurrent-networksrecurrent-neural-networksswiftswift-machine-learningtensor
Related projects:
Repository | Description | Stars |
---|---|---|
qoncept/tensorswift | A lightweight Swift library to calculate tensors similar to TensorFlow's | 325 |
uncomplicate/deep-diamond | A fast Clojure library for computing with tensors and neural networks on CPUs and GPUs. | 433 |
mstksg/tensor-ops | A library for specifying and computing type-safe tensor manipulations with automatic differentiation | 59 |
mratsim/arraymancer | A fast and ergonomic tensor library with automatic differentiation support for deep learning on multiple platforms. | 1,342 |
eaplatanios/tensorflow_scala | A Scala API for TensorFlow's deep learning functionality | 939 |
hoff97/tensorjs | A JavaScript library for accelerated tensor computation in web browsers | 36 |
gleethos/neureka | A platform-independent tensor library with autograd capabilities for neural networks | 73 |
vlang/vtl | A C library providing an n-dimensional tensor data structure and linear algebra routines | 148 |
dsaurus/tensor4d | Develops efficient neural decomposition methods for high-fidelity dynamic reconstruction and rendering from limited views or monocular data. | 204 |
batzner/tensorlm | A Python wrapper library for training and generating text with RNNs in TensorFlow | 61 |
mnick/scikit-tensor | A Python library for tensor factorizations and multilinear algebra operations | 403 |
tensorflow/mesh | A library that enables distributed deep learning by partitioning tensors across processors in a mesh topology. | 1,597 |
tensorly/tensorly | A Python library providing tools and methods for working with tensors, including decomposition and learning techniques. | 1,576 |
stellar-group/blaze_tensor | A collection of 3D tensor data structures and views for high-performance linear algebra operations. | 36 |
stared/thinking-in-tensors-writing-in-pytorch | A hands-on introduction to deep learning using PyTorch, explaining mathematical concepts through code examples | 331 |