Bumblebeeπ A spreadsheet-like data preparation web app that works over Optimus (pandas, dask, cuDF, dask-cuDF and PySpark)
Stars: β 86 (-28.33%)
covid-19-data-cleanupScripts to cleanup data from https://github.com/CSSEGISandData/COVID-19
Stars: β 25 (-79.17%)
dmipyThe open source toolbox for reproducible diffusion MRI-based microstructure estimation
Stars: β 58 (-51.67%)
r10e-ds-pyReproducible Data Science in Python (SciPy 2019 Tutorial)
Stars: β 12 (-90%)
BoltzmanncleanFill missing values in Pandas DataFrames using Restricted Boltzmann Machines
Stars: β 23 (-80.83%)
reproducibleA set of tools for R that enhance reproducibility beyond package management
Stars: β 33 (-72.5%)
Openml RR package to interface with OpenML
Stars: β 81 (-32.5%)
learning RList of resources for learning R
Stars: β 32 (-73.33%)
Tagstorea research software; a fun way of storing files & folders on your local disk drive; tagging
Stars: β 18 (-85%)
reanaREANA: Reusable research data analysis platform
Stars: β 86 (-28.33%)
OsfrR interface to the Open Science Framework (OSF)
Stars: β 117 (-2.5%)
Rrtools.addin R Package - A graphical user interface for some of the main functions of Ben Marwick's rrtools package
Stars: β 17 (-85.83%)
OAProgressionMultimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data
Stars: β 58 (-51.67%)
ck-webCollective 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:
Stars: β 31 (-74.17%)
Recsys2019 deeplearning evaluationThis is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
Stars: β 780 (+550%)
allieπ€ A machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers).
Stars: β 93 (-22.5%)
NextflowA DSL for data-driven computational pipelines
Stars: β 1,337 (+1014.17%)
nonparametric-bayesπ Non-parametric Bayesian Inference for Conservation Decisions
Stars: β 39 (-67.5%)
LabnotebookLabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.
Stars: β 526 (+338.33%)
foofahFoofah: programming-by-example data transformation program synthesizer
Stars: β 24 (-80%)
NozzleNozzle is a report generation toolkit for data analysis pipelines implemented in R.
Stars: β 59 (-50.83%)
researchcompendiumNOTE: This repo is archived. Please see https://github.com/benmarwick/rrtools for my current approach
Stars: β 26 (-78.33%)
Rrtoolsrrtools: Tools for Writing Reproducible Research in R
Stars: β 508 (+323.33%)
CD4-csawReproducible reanalysis of a combined ChIP-Seq & RNA-Seq data set
Stars: β 16 (-86.67%)
SteppyLightweight, Python library for fast and reproducible experimentation π¬
Stars: β 119 (-0.83%)
GSoC-IdeasCloudCV GSoC 2021 Ideas
Stars: β 95 (-20.83%)
GtsummaryPresentation-Ready Data Summary and Analytic Result Tables
Stars: β 450 (+275%)
RepSePReproducible Self-Publishing - Demo Publications in the Most Common Formats
Stars: β 14 (-88.33%)
EvalaiβοΈ π π π Evaluating state of the art in AI
Stars: β 1,087 (+805.83%)
ReproducibleScienceShort course on reproducible science: what, why, how
Stars: β 23 (-80.83%)
Papajapapaja (Preparing APA Journal Articles) is an R package that provides document formats to produce complete APA manuscripts from RMarkdown-files (PDF and Word documents) and helper functions that facilitate reporting statistics, tables, and plots.
Stars: β 422 (+251.67%)
RefinrCluster and merge similar char values: an R implementation of Open Refine clustering algorithms
Stars: β 91 (-24.17%)
GeneTonicEnjoy your transcriptomic data and analysis responsibly - like sipping a cocktail
Stars: β 66 (-45%)
Disentangling VaeExperiments for understanding disentanglement in VAE latent representations
Stars: β 398 (+231.67%)
ITKSphinxExamplesCookbook examples for the Insight Toolkit documented with Sphinx
Stars: β 48 (-60%)
ItkexamplesCookbook examples for the Insight Toolkit documented with Sphinx
Stars: β 38 (-68.33%)
bumblebeeπ A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)
Stars: β 120 (+0%)
ItkwidgetsInteractive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D
Stars: β 338 (+181.67%)
Topcuoglu ML mBio 2020Best practices for applying machine learning to bacterial 16S rRNA gene sequencing data
Stars: β 21 (-82.5%)
Dat8General Assembly's 2015 Data Science course in Washington, DC
Stars: β 1,516 (+1163.33%)
reskitA library for creating and curating reproducible pipelines for scientific and industrial machine learning
Stars: β 27 (-77.5%)
FunflowFunctional workflows
Stars: β 318 (+165%)
DUNCode for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Stars: β 65 (-45.83%)
Optimusπ Agile Data Preparation Workflows madeΒ easy with dask, cudf, dask_cudf and pyspark
Stars: β 986 (+721.67%)
us-rawdata-sdaA Deep Learning Approach to Ultrasound Image Recovery
Stars: β 39 (-67.5%)
TargetsFunction-oriented Make-like declarative workflows for R
Stars: β 293 (+144.17%)
objectiv-analyticsPowerful product analytics for data teams, with full control over data & models.
Stars: β 399 (+232.5%)
Grand Challenge.orgA platform for end-to-end development of machine learning solutions in biomedical imaging
Stars: β 89 (-25.83%)
ValidateProfessional data validation for the R environment
Stars: β 268 (+123.33%)
Pandas VideosJupyter notebook and datasets from the pandas Q&A video series
Stars: β 1,716 (+1330%)
EverwareEverware is about re-useable science, it allows people to jump right in to your research code.
Stars: β 112 (-6.67%)
Data Forge TsThe JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
Stars: β 967 (+705.83%)
Dirty catEncoding methods for dirty categorical variables
Stars: β 259 (+115.83%)