collective-knowledge 开源项目推荐（46 个）

msoedov /Alfred-collection

A collection of all known Alfred3 workflows

dividiti /ck-caffe

Collective Knowledge workflow for Caffe to automate installation across diverse platforms and to collaboratively evaluate and optimize Caffe-based workloads across diverse hardware, software and data sets (compilers, libraries, tools, models, inputs):

MTASZTAKI /ApertusVR

Virtual Reality Software Library

ctuning /ck-tensorflow

Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):

ctuning /ck-env

CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment.

ctuning /ctuning-programs

Collective Knowledge 扩展，提供统一且可定制的基准测试（可扩展的 JSON 元信息），方便与可定制且可移植的 Collective Knowledge 工作流程集成。你可以用不同的编译器、环境、硬件和操作系统（Linux、MacOS、Windows、Android）轻松编译和运行这些基准测试。更多信息：

ctuning /ck-autotuning

CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and multi-objective benchmarking, optimization and SW/HW co-design:

cyberia-to /cyber

the 🟢 superintelligence

TPAFS /transparency-data

U.S. Healthcare Transparency Data. Supplemental data for the CMS/HHS price transparency rules.

ctuning /ck-crowdtuning

Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:

ctuning /ck-web

Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implement simple web services with JSON API (for example to crowdsource experiments or unify access to DNN). Demos of interactive articles, graphs and crowdsourced experiments:

ctuning /ck-analytics

Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:

ctuning /ck-caffe2

Integration of Caffe2 to Collective Knowledge workflow framework to provide unified CK JSON API for AI (customized builds across diverse libraries and hardware, unified AI API, collaborative experiments, performance optimization and model/data set tuning):

lies-exposed /lies.exposed

A chronological tracking of lies perpetrated against humanity.

ctuning /ck-crowdtuning-platforms

Meta information about platforms participating in experiment crowdsourcing using Collective Knowledge Framework (OS,CPU,GPU,GPGPU,NN...):

ctuning /ck-docker

Collective Knowledge extension to automate Docker "build","run" and "push" functions and packge CK repositories for collaborative and reproducible research:

ctuning /ck-crowdnode

Standalone, thin and portable server to let users participate in experiment crowdsourcing using Windows devices via Collective Knowledge Framework:

dividiti /crowdsource-video-experiments-on-android

Crowdsourcing video experiments (such as collaborative benchmarking and optimization of DNN algorithms) using Collective Knowledge Framework across diverse Android devices provided by volunteers. Results are continuously aggregated in the open repository:

ctuning /ck-dev-compilers

Collective Knowledge packages to build development versions of compilers (LLVM, GCC, etc) and use them in customizable and portable CK research workflows:

ctuning /ck-clsmith

Collective Knowledge extension to crowdsource bug detection in OpenCL compilers using CLSmith tool from Imperial College London