Download Booth

SUMo Portable(Software Update Monitor) keeps your PC up-to-date & safe by using the most recent version of your favorite software! Unlike build-in auto update features, SUMo tells you if updates are available before you need to use your software. Building PHP on Mac OS X is pretty straightforward, though you might encounter a hiccup or two along the way. For any number of reasons you may find yourself needing to build PHP from source. Perhaps you need to match a client’s version for a particular project. Or you maybe want to test against different versions before releasing some code.

1. Kinski Sumo Test Build Mac Os X
2. Kinski Sumo Test Build Mac Os 11

RSS Feed RSS Feed (free software only)2,025 applications totalLast updated: Apr 30th 2021, 13:39 GMT

Mutation Mapper 1.0

Helps you determine functional consequence of mutations

OpenJUMP 1.6.3 Build 3576

The free, Java-based and open source Geographic Information System for the World

SUMO Traffic Generator 1.1

An application to model and generate vehicular traffic

Collision Lab 2.01

A free simulation where you can investigate collisions

Balancing Chemical Equations 1.01

Find out if a chemical equation is balanced

Balancing Act 1.04

Allows you to learn about balance

CycliX viewer 3.2.5

A free and open source genome viewer

Insensitive 0.9.15

NMR spin dynamics simulation

Specview 2.17.3

A powerful astronomical spectogram plotter and analyzer

FuncPlotter 3.3

Java based function plotter

CellML-API 1.13

API to manipulate and process CellML

Toves 0.0.2

Helps you design and test circuits

ASAP 0.1.2

Helps you determine genome-specific alignments

Rectangle

The Unarchiver

Microsoft Remote Desktop

Xcode

Keysmith

Mimestream

VLC Media Player

macOS Big Sur

Big Sur Cache Cleaner

AppCleaner

Alfred

Amphetamine

Hidden Bar

Aerial

Keka

Kinski Sumo Test Build Mac Os X

• macOS Big Sur
• Big Sur Cache Cleaner
• AppCleaner
• Alfred
• Amphetamine
• Hidden Bar
• Aerial
• Keka
• Rectangle
• The Unarchiver
• Microsoft Remote Desktop
• Xcode
• Keysmith
• Mimestream
• VLC Media Player

EpiGrass 2.3.1

Epidemiological geo-referenced analysis and simulation system

NINJA 1.3.1

Tool for inferring large-scale neighbor-joining phylogenies

MiRdup 1.0

Tool for the computational prediction of microRNAs

APL@Voro 2.8

Helps you simulate GROMACS Molecular dynamics trajectories

Snp Viewer 0.9.1

Helps you visualize Affymetrix SNP array data

SimTree 1.2.3

Computes the similarity between RNA secondary structure

Progenesis Post-Processor 1.0.2

A tool for processing the output of Progenesis LC-MS

GWASpi 2.0.2

Helps you conduct genome-wide association studies

MAGIC Tool 2.1

Java based genome imaging and clustering utility

ADAMS 0.4.3

An easy to use workflow engine for your Mac

DisChoco 2.6.5

A free and open source Java library

FijiWings 2.0

Helps you load and analyze various wing images

RZparser 1.0

Identify and characterize Ribose zippers found in PDB files

RnallViewer 1.0.1

Java based RNA analysis utility

Gibbs 3.10.001

A cross-platform DNA motif sampler

WaveSorter 1.0.5

Helps you sort waveforms

PPfold 3.0

Java tool to predict the secondary structure of RNA alignments

Released:

Scalable Multi-Agent RL Training School

Project description

SMARTS (Scalable Multi-Agent RL Training School) is a simulation platform for reinforcement learning and multi-agent research on autonomous driving. Its focus is on realistic and diverse interactions. It is part of the XingTian suite of RL platforms from Huawei Noah's Ark Lab.

Check out the paper at SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving for background on some of the project goals.

Multi-Agent experiment as simple as...

Setup

Running

We use supervisord to run SMARTS together with it's supporting processes. To run the default example simply build a scenario and start supervisord:

With supervisord running, visit http://localhost:8081/ in your browser to view your experiment.

See ./envision/README.md for more information on Envision, our front-end visualization tool.

Several example scripts are provided under SMARTS/examples, as well as a handful of scenarios under SMARTS/scenarios. You can create your own scenarios using the Scenario Studio. Here's how you can use one of the example scripts with a scenario.

Documentation

Documentation is available at smarts.readthedocs.io

CLI tool

SMARTS provides a command-line tool to interact with scenario studio and Envision.

Usage

Commands:

• envision
• scenario
• zoo

Subcommands of scenario:

• build-all: Generate all scenarios under the given directories
• build: Generate a single scenario
• clean: Clean generated artifacts

Subcommands of envision:

• start: start envision server

Subcommands of zoo:

• zoo: Build an agent, used for submitting to the agent-zoo

Examples:

Interfacing with Gym

See the provided ready-to-go scripts under the examples/ directory.

Contributing

Please read Contributing

Bug reports

Please read how to create a bug report and then open an issue here.

Building Docs Locally

Assuming you have run pip install .[dev].

Extras

Visualizing Agent Observations

If you want to easily visualize observations you can use our Visdom integration. Start the visdom server before running your scenario,

And in your experiment, start your environment with visdom=True

Interfacing w/ PyMARL and malib

PyMARL and malib have been open-sourced. You can run them via,

Using Docker

If you're comfortable using docker or are on a platform without suitable support to easily run SMARTS (e.g. an older version of Ubuntu) you can run the following,

(For those who have permissions:) if you want to push new images to our public dockerhub registry run,

Troubleshooting

General

In many cases additinal run logs are located at '~/.smarts'. These can sometimes be helpful.

SUMO

SUMO can have some problems in setup. Please look through the following for support for SUMO:

Kinski Sumo Test Build Mac Os 11

• If you are having issues see: SETUP and SUMO TROUBLESHOOTING
• If you wish to find binaries: SUMO Download Page
• If you wish to compile from source see: SUMO Build Instructions.
  • Please note that building SUMO may not install other vital dependencies that SUMO requires to run.
  • If you build from the git repository we recommend you use: SUMO version 1.7.0 or higher

Citing SMARTS

If you use SMARTS in your research, please cite the paper. In BibTeX format:

Release historyRelease notifications RSS feed

0.4.15

0.4.15rc0 pre-release

0.4.14.post2

0.4.14.post1

0.4.14

0.4.14rc0 pre-release

0.4.13

0.4.12

0.4.11

0.4.10

0.4.9

0.4.8

0.4.7

0.4.6.post0

0.4.6

0.4.5

0.4.4

0.4.3

0.4.2

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Hashes for smarts-0.4.15-py3-none-any.whl