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github.com/dmlc/dmlc-core @v0.5

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repository ↗ · DeepWiki ↗ · release v0.5 ↗ · + Follow
1,354 symbols 2,794 edges 118 files 433 documented · 32% updated 15d agov0.3 · 2018-07-17★ 87830 open issues

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README

Distributed Machine Learning Common Codebase

Build Status Documentation Status GitHub license

DMLC-Core is the backbone library to support all DMLC projects, offers the bricks to build efficient and scalable distributed machine learning libraries.

Developer Channel Join the chat at https://gitter.im/dmlc/dmlc-core

What's New

Contents

Known Issues

  • RecordIO format is not portable across different processor endians. So it is not possible to save RecordIO file on a x86 machine and then load it on a SPARC machine, because x86 is little endian while SPARC is big endian.

Contributing

Contributing to dmlc-core is welcomed! dmlc-core follows google's C style guide. If you are interested in contributing, take a look at feature wishlist and open a new issue if you like to add something.

  • DMLC-Core uses C++11 standard. Ensure that your C++ compiler supports C++11.
  • Try to introduce minimum dependency when possible

CheckList before submit code

  • Type make lint and fix all the style problems.
  • Type make doc and fix all the warnings.

NOTE

deps:

libcurl4-openssl-dev

Core symbols most depended-on inside this repo

Shape

Method 835
Class 288
Function 222
Enum 9

Languages

C++90%
Python7%
Java3%

Modules by API surface

include/dmlc/concurrentqueue.h164 symbols
include/dmlc/parameter.h74 symbols
src/io/s3_filesys.cc64 symbols
include/dmlc/serializer.h57 symbols
include/dmlc/lua.h55 symbols
include/dmlc/json.h50 symbols
include/dmlc/thread_group.h48 symbols
include/dmlc/io.h43 symbols
include/dmlc/blockingconcurrentqueue.h37 symbols
tracker/dmlc_tracker/tracker.py36 symbols
include/dmlc/strtonum.h33 symbols
include/dmlc/logging.h32 symbols

For agents

$ claude mcp add dmlc-core \
  -- python -m otcore.mcp_server <graph>

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