This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable...
该项目目标是实现一个既能让深度学习小白也能搞懂，又能服务科研和工业社区的代码库。从代码角度，让世界上没有难读的论文
PyTorch implementation of the Generalized divisive normalization non-linearity layer
A custom PyTorch layer that is capable of implementing extremely wide and sparse linear layers efficiently
ACDC: A Structured Efficient Linear Layer
👾 Collection of Unity shaders that support blend modes like photoshop layer style (Darken, Multiply, Linear Burn, etc)
Draw non-layered tidy trees in linear time.
SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer
A Sketch plug-in for generating multi-layered shadow to mimic non-linear decay
Natural Gradient Descent using Kronecker-factored Approximate Curvature, implemented in Pytorch for linear and convolutional layers
Differentiable convex optimization layers
翻译 - 可微凸优化层
Vulkan Validation Layers (VVL)
翻译 - Vulkan验证层
layers for mspaint
Python Packages as AWS Lambda Layers
λ A curated list of awesome AWS Lambda Layers. Sponsored by https://cloudash.dev
TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
翻译 - TensorFlow图形：TensorFlow的可区分图形层
Deep Residual Networks with 1K Layers
TensorFlow.js high-level layers API
翻译 - TensorFlow.js高级层API
Linear and non-linear spectral forecasting algorithms
Heap Layers: An Extensible Memory Allocation Infrastructure
Visualizing Yolov5's layers using GradCam
Automated padding, spacing and alignment for your Sketch layers
Interactive Linear Algebra
Layers Outputs and Gradients in Keras. Made easy.
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
翻译 - 用于为具有多个季节性且线性或非线性增长的时间序列数据生成高质量预测的工具。