reproducible-experiments

There are 2 repositories under reproducible-experiments topic.

• minerva-ml / open-solution-home-credit

  Open solution to the Home Credit Default Risk challenge :house_with_garden:

  machine-learningdeep-learningkagglepipelinefeature-engineeringreproducible-experimentsreproducibilitypipeline-frameworklightgbmxgboostneptunecompetitioncredit-scoringcredit-riskopen-sourcepythonpython3python35
  Language:Python 446

• 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):

  accuracyandroidcaffecollaborative-optimizationcollective-knowledgecostscudacustomizable-workflowsdnn-as-a-servicednn-optimizationjson-apilinuxopenclperformance-portabilityportable-package-managerreproducible-experimentsresourceswindows
  Language:CMake 194

• INRIA / awesome-open-science-software

  awesome open list of pointers about open science for software and computational science

  open-sciencereproducible-researchreproducible-experimentscomputational-science
  126

• minerva-ml / open-solution-googleai-object-detection

  Open solution to the Google AI Object Detection Challenge :maple_leaf:

  challengedata-sciencedeep-learningdeep-neural-networksdetection-networkgoogle-ai-challangemachine-learningmask-rcnnobject-detectionpipelinepipeline-frameworkreproducibilityreproducible-experimentsreproducible-researchretina-net
  Language:Python 46

• minerva-ml / open-solution-value-prediction

  Open solution to the Santander Value Prediction Challenge :tropical_fish:

  banking-applicationscompetitiondata-sciencedeep-learningeducationensemble-modellightgbmmachine-learningneptuneopen-sourcepipeline-frameworkpythonreproducibilityreproducible-experimentssantandersklearntrainingxgboost
  Language:Python 39

• tbarbette / npf

  Network Performance Framework: easy-to-use experiment manager with automated testing, result collection, and graphing

  regressiongraphnetworkingperformancecomparatorreproducible-experimentsreproducible-researchreproducibility
  Language:Python 37

• emsejournal / openscience

  Empirical Software Engineering journal (EMSE) open science and reproducible research initiative

  open-sciencereproducible-researchreproducible-sciencereproducible-experiments
  31

• 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:

  dnndnn-benchmarkingdnn-tuningdnn-optimizationcollaborative-dnn-optimizationcollaborative-optimizationcollective-knowledgecrowd-benchmarkingcrowd-tuningopenmpopenclcudaandroid-appandroid-devicemobile-devicesiotmachine-learningdata-miningopen-researchreproducible-experiments
  Language:Java 28

• neuro-ml / reskit

  A library for creating and curating reproducible pipelines for scientific and industrial machine learning

  pythonpipelinedata-preparationgrid-searchprepare-datascikit-learnreproducible-researchreproducible-experiments
  Language:Jupyter Notebook 27

• yxonic / fret

  Framework for Reproducible ExperimenTs

  machine-learningframeworkpython3reproducible-experimentsdeep-learningconfiguration-managementcli
  Language:Python 20

• fgeorgatos / easybuild.experimental

  This repository is for easybuild open source contributions without restrictions - add your username under the /users directory

  easybuildexperimentalpythonctesttesting-frameworkreproducible-experimentshpcyamllmodenvironment-modulestest-automationbash-scriptbash-hackscontributions-welcomehackshackathonsbest-effortthrow-and-go
  Language:Python 13

• jjlastra / HESML

  HESML Java software library of ontology-based semantic similarity measures and information content models

  semantic-similarity-measureswordnetontologyjavareproducible-experimentsnetbeansdatasetic-models
  Language:Java 12

• dperdios / sms-spam-filtering

  Spam Filtering Techniques for Short Message Service

  reproducible-experimentsmachine-learningspam-filteringspam-classificationkaggle-dataset
  Language:Jupyter Notebook 10

• o2r-project / architecture

  Architecture and overarching documentation for o2r microservices

  ercreproducible-researchreproducible-sciencereproducible-experiments
  Language:Makefile 10

• quant-aq / aeromancy

  ⚗️ Aeromancy: A framework for performing reproducible AI and ML

  aeromancydata-sciencemachine-learningreproducibilityreproduciblereproducible-experimentsreproducible-researchreproducible-science
  Language:Python 5

• ybayle / SATIN

  Code used in the article "SATIN: A Persistent Musical Database for Music Information Retrieval" by Yann Bayle, Pierre Hanna and Matthias Robine in CBMI 2017. SATIN is a MIR dataset for reproducible research.

  mirmusic-information-retrievaldatabasedata-sciencedatasetmusicreproducible-researchreproducibilityreproducible-sciencereproduciblereproducible-experimentsreproductionreproduceaudiofeaturesfeatureaudio-featuresmachine-learningmachine-learning-algorithmsmachinelearning
  Language:Python 5

• myyoda / template

  Template for YODA's organigram on data analysis

  sciencescientific-workflowsreproducible-sciencereproducible-experimentstemplate
  4

• pkiage / tool-credit-risk-modelling

  Tool demonstrating building credit risk models

  data-sciencecredit-riskpythonmodel-buildingstreamlitvisualizationautomlautomated-machine-learningloan-default-predictionloansreproducible-experimentscredit-scoringxgboostmachine-learningnumpypandassklearnlinear-modelroc-curveclassification-report
  Language:Python 4

• ybayle / ReproducibleResearchCode

  Python code to reproduce our article "Toward faultless content-based playlists generation for instrumentals"

  marsyasyaafemachine-learningmachine-learning-algorithmsreproducible-researchreproducible-sciencereproducibilityreproducereproduciblereproducible-experimentsarticleplaylist-generatorplaylistinstrumentalsongsatinmedleydbjamendoccmixter
  Language:C 4

• fbrundu / py_session

  Print session information

  python3sessionmodulespackagesreproducible-researchreproducible-sciencereproducible-experimentsreproducibilityreproducible-paperreproducibledata-sciencecomputational-biology
  Language:Python 3

• ascetic-yuanma / awesome-image-super-resolution

  Paper list and implementation (codes and results) of CNN-based single image super-resolution.

  super-resolutionpaperconvolutional-neural-networksreproducible-experiments
  2

• cristiklein / gdinc-experiment

  Experimental artefacts to reproduce our results published at SoCC 2017

  reproducible-researchreproducible-experimentsexperimental-workflowsansibledockerincentiveseconomic
  Language:Python 2

• ctuning / ck-wa-extra

  Extra resources in the Collective Knowledge Format for ARM's Workload Automation Framework:

  armcollaborative-benchmarkingcollaborative-optimizationworkload-automationperformance-analysisreproducible-experimentsjson-apijson-metadatacollective-knowledge
  Language:Python 1

• dti-research / SenseActExperiments

  A Survey on Reproducibility by Evaluating Deep Reinforcement Learning Algorithms on Real-World Robots using a fork of Kindred AI's SenseAct https://github.com/dti-research/SenseAct

  reproducibilityreproducible-researchreproducible-experimentsreinforcement-learningfairnessrobotics
  Language:Python 1

• o2r-project / erc-examples

  Examples for Executable Research Compendia and compatible workspaces

  ercreproducibilityo2rreproducible-researchreproducible-sciencereproducible-experiments
  Language:HTML 1

• rkkautsar / reprobench

  📊 Reproducible Benchmark for Everyone

  research-toolbenchmarkingbenchmark-frameworkreproducible-researchreproducibilityreproducible-experiments
  Language:Python 1

• hilldr / HIO_microinjection

  This protocol describes the measurement of epithelial barrier permeability in real-time following pharmacologic treatment in human intestinal organoids using fluorescent microscopy and live cell microscopy

  reproducible-researchreproducible-experimentsimagejrggplot2latex-examplesmakefiletidyversehuman-intestinal-organoidsprotocolorganoid-microinjection
  Language:TeX 0
• DAiLPRBCfTM-Paper

  shanemcq18 / DAiLPRBCfTM-Paper

  Source code and data for the paper "Data Assimilation in Large Prandtl Rayleigh-Bénard Convection from Thermal Measurements" by A. Farhat, N. E. Glatt-Holtz, V. R. Martinez, S. A. McQuarrie, and J. P. Whitehead.

  data-assimilationconvectionacademic-paperreproducible-experimentsdedalus
  Language:Python 0

• cleanzr / dblink-experiments

  Details for reproducing the experiments in our d-blink paper

  reproducible-experimentsentity-resolution
  Language:R

• davanstrien / Introduction-to-Digital-Scholarship-and-Open-Research

  Workshop materials for a course introducing digital scholarship and open research

  open-scienceopen-scholarshipopen-dataopen-accessreproducible-researchreproducible-sciencereproducible-experimentsdigital-scholarship
  Language:TeX

• gdebasis / luc4ir

  A simple Lucene framework to get started with Information Retrieval experiments on TREC documents

  trecinformation-retrievallucene-indexesreproducible-experiments
  Language:Java

• maxmilton / reproduce-esm-bug

  Reproducible case for @std/esm + couchbase-node bug

  couchbaseesmesmodulesreproducible-experiments
  Language:JavaScript

• obestwalter / tox-reproducers

  Reproducers for bugs/concepts in tox

  documentationdebuggingreproducible-experiments
  Language:Python

• parrondo / quant-trading-project-structure

  A logical and reasonably simple project structure for developing quantitative trading work like strategies and research works.

  quanttradingresearchdevelopmenttrading-bottrading-strategiestrading-algorithmsreproducible-researchreproducibilityreproducible-sciencereproducible-experimentsreproducible-paper
  Language:Shell