ApacheCN 活动汇总 2019.2

章节

贡献者

教程部分

-

Deep Learning with PyTorch: A 60 Minute Blitz

@bat67

What is PyTorch?

@bat67

Autograd: Automatic Differentiation

@bat67

Neural Networks

@bat67

Training a Classifier

@bat67

Optional: Data Parallelism

@bat67

Data Loading and Processing Tutorial

@yportne13

Learning PyTorch with Examples

@bat67

Transfer Learning Tutorial

@jiangzhonglian

Deploying a Seq2Seq Model with the Hybrid Frontend

@cangyunye

Saving and Loading Models

@sfyumi

What is <cite>torch.nn</cite> really?

@lhc741

Finetuning Torchvision Models

@ZHHAYO

Spatial Transformer Networks Tutorial

@PEGASUS1993

Neural Transfer Using PyTorch

@bdqfork

Adversarial Example Generation

@cangyunye

Transfering a Model from PyTorch to Caffe2 and Mobile using ONNX

@PEGASUS1993

Chatbot Tutorial

@a625687551

Generating Names with a Character-Level RNN

@hhxx2015

Classifying Names with a Character-Level RNN

@hhxx2015

Deep Learning for NLP with Pytorch

@BreezeHavana

Introduction to PyTorch

@guobaoyo

Deep Learning with PyTorch

@bdqfork

Word Embeddings: Encoding Lexical Semantics

@sight007

Sequence Models and Long-Short Term Memory Networks

@ETCartman

Advanced: Making Dynamic Decisions and the Bi-LSTM CRF

@JohnJiangLA

Translation with a Sequence to Sequence Network and Attention

@mengfu188

DCGAN Tutorial

@wangshuai9517

Reinforcement Learning (DQN) Tutorial

@BreezeHavana

Creating Extensions Using numpy and scipy

Custom C++ and CUDA Extensions

@Lotayou

Extending TorchScript with Custom C++ Operators

Writing Distributed Applications with PyTorch

@firdameng

PyTorch 1.0 Distributed Trainer with Amazon AWS

@yportne13

ONNX Live Tutorial

@PEGASUS1993

Loading a PyTorch Model in C++

@talengu

Using the PyTorch C++ Frontend

@solerji

文档部分

-

Autograd mechanics

@PEGASUS1993

Broadcasting semantics

@PEGASUS1993

CUDA semantics

@jiangzhonglian

Extending PyTorch

@PEGASUS1993

Frequently Asked Questions

@PEGASUS1993

Multiprocessing best practices

@cvley

Reproducibility

@WyattHuang1

Serialization semantics

Windows FAQ

@PEGASUS1993

torch

torch.Tensor

@hijkzzz

Tensor Attributes

Type Info

@PEGASUS1993

torch.sparse

torch.cuda

@bdqfork

torch.Storage

torch.nn

torch.nn.functional

@hijkzzz

torch.nn.init

@GeneZC

torch.optim

@qiaokuoyuan

Automatic differentiation package - torch.autograd

Distributed communication package - torch.distributed

Probability distributions - torch.distributions

Torch Script

Multiprocessing package - torch.multiprocessing

@hijkzzz

torch.utils.bottleneck

torch.utils.checkpoint

torch.utils.cpp_extension

torch.utils.data

torch.utils.dlpack

torch.hub

torch.utils.model_zoo

torch.onnx

@guobaoyo

Distributed communication package (deprecated) - torch.distributed.deprecated

torchvision Reference

torchvision.datasets

torchvision.models

torchvision.transforms

章节

译者

Preface

Getting Started

Apache HBase Configuration

Upgrading

The Apache HBase Shell

Data Model

HBase and Schema Design

RegionServer Sizing Rules of Thumb

HBase and MapReduce

Securing Apache HBase

Architecture

In-memory Compaction

Backup and Restore

Synchronous Replication

Apache HBase APIs

Apache HBase External APIs

Thrift API and Filter Language

HBase and Spark

@TsingJyujing

Apache HBase Coprocessors

Apache HBase Performance Tuning

Troubleshooting and Debugging Apache HBase

Apache HBase Case Studies

Apache HBase Operational Management

Building and Developing Apache HBase

Unit Testing HBase Applications

Protobuf in HBase

Procedure Framework (Pv2): HBASE-12439

AMv2 Description for Devs

ZooKeeper

Community