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marella
nn

A neural network library built on top of TensorFlow for quickly building deep learning models.

2K 2 1
kevinfjiang
funcnotify

Automatically notifies you of start and completion using environment variables

2K 13 8
michalwols
yann

Yet Another Neural Network Library 🤔

1K 27 6
PsycheHalo
atiny

Atiny is a gradient based PyTorch optimizer. Atiny uses half of Adam's memory to achieve results that are not inferior to Adam.

507 4 0
Mohamed-512
flexible-neural-network

A simple and flexible python library that allows you to build custom Neural Networks where you can easily tweak parameters to change how your network behaves

383 2 3
PasaOpasen
cost2fitness

PyPI package for 1) conversion cost values (less is better) to fitness values (more is better) and vice versa, 2) using fast neural networks for forward propagation

375 1 0
PsycheHalo
fwu

FWU is a series of PyTorch-based neural network units.It has higher information utilization, prevents neuronal necrosis, and eliminates the need to add additionall activation functions.

365 0 0
PsycheHalo
orientloss

orientLoss is a classification loss function @PyTorch. It less prone to overfitting compared to crossEntropy. Compatible with random vector/embeddings with direction-indicating categories、probabilistic、oneHot as target.

308 0 0
PsycheHalo
glassinit

glassInit is a way to initialize the parameters of a neural network layer @pytorch. It is suitable for shortcut connections where tensor sizes need to be adjusted. The flow of information between forward and backward propagation is maximized while adjusting the tensor size.

290 0 0
seanmabli
aiinpy

neural network building, training, testing, (and inference!!)

208 4 1
shubhamwagh
picograd

A lightweight neural network framework implementation in Python

205 1 0
antoine311200
torchcolor

Torchcolor is a lightweight Python package to enhance readability of printing and logging information into the terminal with Pytorch module coloring support.

201 6 0
Gicminos
neat-python-gicminos

A NEAT (NeuroEvolution of Augmenting Topologies) implementation

142 1 0
PsycheHalo
rrpad

ReplicationReflectionPad @Pytorch combines ReplicationPad and ReflectionPad to prevent errors from being reported due to small input sizes when using non-constant padding types.

103 0 0
klima7
numpynet

Convolutional Neural Network written from scratch using numpy with API similar to tensorflow.

93 0 0
PsycheHalo
fftloss

The fftLoss @PyTorch is a frequency domain loss function that prevents the problem of weak frequency components being suppressed by strong frequency components when using a regular loss function.

69 1 0
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