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code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

dann-mnist

这是论文Unsupervised Domain Adaptation by Backpropagation的复现代码，并完成了MNIST与MNIST-M数据集之间的迁移训练

darts

Differentiable architecture search for convolutional and recurrent networks

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

downpour-sgd-example

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

everydaysport

从今天开始做一个健康的程序员。

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fancl

Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code

fedavgpy

On the Convergence of FedAvg on Non-IID Data

fedgen

Code and data accompanying the FedGen paper

hello-world

my first repository

latex-template-cn

\LaTeX 中文模版收集。

learning-circuits

Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations

learning_data

for some courses and papers

lectures

Oxford Deep NLP 2017 course

logistic-regression

逻辑回归by bgd and sgd

lotterypredict

TensorFlow实战，使用LSTM预测彩票

lr_baselines_test

LR+L2norm (openmp+ mkl version) with SGD SAGA SVRG Newton and Quasi-Newton

mlbasic

一些机器学习的基本知识。fork之前请先star。

nao

Neural Architecture Optimization

ncreg

A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

non-iid-and-staff

a demo repository for testing the connect with git

optimization

SVRG and its related algorithm using C++

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

scikit-learn

scikit-learn: machine learning in Python

sgd-svm

An implement of svm use stochastic gradient descent

sgd_l1regu_loglinear_models

Stochastic Gradient Descent for L1-regularized Log-linear Models

sign-language-digits-dataset

Turkey Ankara Ayrancı Anadolu High School's Sign Language Digits Dataset