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augmented-lagrangian-matlab-octave

Augmented Lagrangian method for equality, inequality, and bound constrained optimization (MATLAB, octave)

cs224w-2021-winter-colab

cs224w（图机器学习）2021冬季课程的colab

deep-learning-book-chapter-summaries

Attempting to make the Deep Learning Book easier to understand.

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

dissradmm

dive-into-deep-learning-pytorch-pdf

本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载

fisher-information-matrix

PyTorch implementation of FIM and empirical FIM

git-tips

:trollface:Git的奇技淫巧

gpt4free

decentralising the Ai Industry, just some language model api's...

kfac-pytorch

Pytorch implementation of KFAC and E-KFAC (Natural Gradient).

kfac_pytorch

latex-ocr

pix2tex: Using a ViT to convert images of equations into LaTeX code.

lihang-code

《统计学习方法》的代码实现

natural-gradients

Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)

netease-cloud-music-uwp-repack

网易云音乐 UWP 不更新版

ngd_in_wide_nn

simple JAX-/NumPy-based implementations of NGD with exact/approximate Fisher Information Matrix both in parameter-space and function-space (by empirical/analytical NTK).

nmf-shgd

pingfan.github.io

pingfanw.github.io

powertoys

Windows system utilities to maximize productivity

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-kfac

Pytorch implementation of KFAC - this is a port of https://github.com/tensorflow/kfac/

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

qpalm

Augmented Lagrangian method for solving Quadratic Programs

resnet-26-weightnorm-init

Code for "How to Initialize your Network? Robust Initialization for WeightNorm & ResNets"

resnet18-pytorch

A model demo which uses ResNet18 as the backbone to do image recognition tasks.Using Pytorch.

simplex_algorithm