ztichigo's repositories
stochastic_optimization
this is an implementation of some variants of stochastic gradient algorithms and online learning algorithms including Adagrad, Adam, SVRG, SVRG-BB, FTRL on MNIST and Covertype datesets. and there are also something maybe helpful about convex optimization algorithms in my zhihu, the URL: https://zhuanlan.zhihu.com/p/34174603
hello-world
my first repository
non-iid-and-staff
a demo repository for testing the connect with git
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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
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.
fedavgpy
On the Convergence of FedAvg on Non-IID Data
FedGen
Code and data accompanying the FedGen paper
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
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.
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_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
SMASH
An experimental technique for efficiently exploring neural architectures.
ustcthesis
LaTeX template for USTC thesis