BSD Portsmath/vowpal_wabbit 7.10_31 FreeBSD
Fast out-of-core learning system
- System
- FreeBSD
- Repository
- FreeBSD ports
- Maintainer
- [email protected]
- Last update
- Commit
97a84ef467- License
- BSD3CLAUSE
- Categories
- math
- Package size
- 810.9 KiB, 7538.7 KiB installed
Description
The Vowpal Wabbit (VW) project is a fast out-of-core learning system sponsored by Microsoft Research and (previously) Yahoo! Research.
There are two ways to have a fast learning algorithm: (a) start with a slow algorithm and speed it up, or (b) build an intrinsically fast learning algorithm. This project is about approach (b), and it's reached a state where it may be useful to others as a platform for research and experimentation.
There are several optimization algorithms available with the baseline being sparse gradient descent (GD) on a loss function (several are available).
In the other systems
| System | Port | Version |
|---|---|---|
| FreeBSD | math/vowpal_wabbit | 7.10_31 |
| NetBSD | math/vowpal_wabbit | 8.2.0nb25 |
| DragonFly | math/vowpal_wabbit | 7.10_27 |
| HardenedBSD | math/vowpal_wabbit | 7.10_31 |
| GhostBSD | math/vowpal_wabbit | 7.10_30 |
Install
Binary package:
pkg install vowpal_wabbitFrom the ports tree:
cd /usr/ports/math/vowpal_wabbit/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= vowpal_wabbit>0:math/vowpal_wabbitPackages
The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.
| Repository | aarch64 | amd64 | armv6 | armv7 | i386 |
|---|---|---|---|---|---|
| FreeBSD:14:latest | 7.10_31 | 7.10_31 | 7.10_19 | 7.10_28 | 7.10_31 |
| FreeBSD:14:quarterly | 7.10_31 | 7.10_31 | n/a | 7.10_28 | 7.10_31 |
| FreeBSD:15:latest | 7.10_31 | 7.10_31 | n/a | 7.10_28 | 7.10_28 |
| FreeBSD:15:quarterly | 7.10_31 | 7.10_31 | n/a | n/a | n/a |
| FreeBSD:16:latest | 7.10_31 | 7.10_31 | n/a | n/a | n/a |
| FreeBSD:16:quarterly | n/a | n/a | n/a | n/a | n/a |
Dependencies
As this port's Makefile names them.
Library 1
libboost_thread.so: devel/boost-libs
The full lists below include those, and their dependencies in turn.
Build dependencies 4
Run dependencies 4
No port depends on this one.
Configuration
No options to configure.
- USES
- compiler:c++11-lang libtool
- Service scripts
- none
Files
pkg-plist 22
- bin/active_interactor
- bin/library_example
- bin/spanning_tree
- bin/vw
- include/vowpalwabbit/allreduce.h
- include/vowpalwabbit/comp_io.h
- include/vowpalwabbit/config.h
- include/vowpalwabbit/example.h
- include/vowpalwabbit/global_data.h
- include/vowpalwabbit/hash.h
- include/vowpalwabbit/io_buf.h
- include/vowpalwabbit/learner.h
- include/vowpalwabbit/loss_functions.h
- include/vowpalwabbit/parse_primitives.h
- include/vowpalwabbit/parser.h
- include/vowpalwabbit/simple_label.h
- include/vowpalwabbit/v_array.h
- include/vowpalwabbit/vw.h
- include/vowpalwabbit/vwdll.h
- lib/liballreduce.a
- lib/libvw.a
- lib/libvw_c_wrapper.a
distinfo 1
| File | Size | SHA256 |
|---|---|---|
| JohnLangford-vowpal_wabbit-7.10_GH0.tar.gz | 8.859494e+06 | 8d9aeddd9a5b7d73264fe28264f05f2a2b6a8fa38f65b02081c6e40460604c36 |