• Stars
    star
    106
  • Rank 325,871 (Top 7 %)
  • Language
    Python
  • License
    MIT License
  • Created almost 8 years ago
  • Updated over 7 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

in progress

Neural Combinatorial Optimization in Tensorflow

TensorFlow implementation of Neural Combinatorial Optimization with Reinforcement Learning.

model

(in progress)

Requirements

  • Python 2.7
  • tqdm
  • TensorFlow 0.12.1

Usage

To train a model:

$ python main.py --task=tsp20 --lr_start=0.001 --min_data_length=5 --max_data_length=20
$ python main.py --task=tsp50 --lr_start=0.001 --min_data_length=5 --max_data_length=50
$ python main.py --task=tsp100 --lr_start=0.0001 --min_data_length=5 --max_data_length=100

To train a model:

$ python main.py
$ tensorboard --logdir=logs --host=0.0.0.0

To test a model:

$ python main.py --is_train=False

Results

(in progress)

Author

Taehoon Kim / @carpedm20

More Repositories

1

DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
Python
2,467
star
2

libquic

QUIC, a multiplexed stream transport over UDP
C++
1,714
star
3

goquic

QUIC support for Go
C
940
star
4

pointer-network-tensorflow

TensorFlow implementation of "Pointer Networks"
Python
469
star
5

shardcake

Sharding and location transparency for Scala
Scala
388
star
6

eclair

Simple ssh tool for Amazon EC2
Ruby
122
star
7

TCML-tensorflow

Tensorflow implementation of Meta-Learning with Temporal Convolutions
Python
98
star
8

checkpoint

Kubernetes policy checker
Rust
45
star
9

gospdyquic

SPDY/QUIC support for Go
38
star
10

quicbench

HTTP/QUIC load test and benchmark tool
Go
33
star
11

cine

Actor model for golang
Go
29
star
12

UnitySettings

Runtime debugging menu (like setting on Android) for Unity.
C#
28
star
13

UnityCLI

Unity TCP CLI communication for debugging
C#
25
star
14

go-caplit

Go caplit message deserializer
Go
17
star
15

king-openvpn

king-openvpn: The one VPN that connects to any network
HCL
11
star
16

ck-domain-logic-example

슀칼라 개발자 MEET-UP! "순수히 μ•„λ¦„λ‹€μš΄ μΏ ν‚€λŸ° 킹덀 도메인 둜직" μ„Έμ…˜ λ°œν‘œ 자료의 μ˜ˆμ‹œ μ½”λ“œ
Scala
10
star
17

zio-agones

Lightweight Scala client for Agones SDK using ZIO
Scala
9
star
18

web-packages

devsisters internal npm packages
TypeScript
7
star
19

UnityLuaREPL

C#
7
star
20

go-applereceipt

Apple-issued receipts parser & verifier, without any external API call
Go
7
star
21

multi-speaker-tacotron-tensorflow

5
star
22

XLSXasJSON.jl

Julia package that converts excel data to json
Julia
4
star
23

mars-addressables

https://packages.unity.com/com.unity.addressables/
C#
3
star
24

tarballize

Make tarballs of given git repository including its submodules.
Shell
3
star
25

docker-distccd

Dockerized distccd for easy distribution.
Makefile
3
star
26

confluence-to-notion-converter

Confluence to Notion Archive Converter
C#
3
star
27

gatsby-starter-typescript-workspace

A minimal GatsbyJS starter with TypeScript & pnpm workspace
CSS
3
star
28

go-dyncapnp

Dynamic Cap'n'proto parsing & generating in Go
Go
2
star
29

JSONPointer.jl

implementation of JSONPointer on Julia
Julia
2
star
30

docker-nginx-sslproxy

Dockerized nginx proxy w/ SSL suppport
Shell
1
star
31

actions-runner-devsisters

Customized image for actions-runner-controller/actions-runner-controller
Dockerfile
1
star