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Search results for data science reproducibility
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reproducibility
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34 search results found
Dvc
⭐
12,813
🦉 ML Experiments Management with Git
Wandb
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7,989
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Mlreef
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1,403
The collaboration workspace for Machine Learning
Drake
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1,332
An R-focused pipeline toolkit for reproducibility and high-performance computing
Targets
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855
Function-oriented Make-like declarative workflows for R
Datmo
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322
Open source production model management tool for data scientists
Plynx
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288
PLynx is a domain agnostic platform for managing reproducible experiments and data-oriented workflows.
Anaconda Project
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214
Tool for encapsulating, running, and reproducing data science projects
Renku
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212
Renku provides a platform and tools for reproducible and collaborative data analysis.
Accelerator
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149
The Accelerator is a tool for fast and reproducible processing of large amounts of data.
Steppy
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136
Lightweight, Python library for fast and reproducible experimentation 🔬
Tarchetypes
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108
Archetypes for targets and pipelines
Rubicon Ml
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107
Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!
Forml
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100
ForML - A development framework and MLOps platform for the lifecycle management of data science projects
Targets Tutorial
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90
Short course on the targets R package
Gittargets
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69
Data version control for reproducible analysis pipelines in R with {targets}.
Drake Examples
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58
Example workflows for the drake R package
Drake
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57
The user manual for the drake R package
Ds_for_s
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48
Materials for March 12 ENAR short course on Data Science for Statisticians
Open Solution Googleai Object Detection
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46
Open solution to the Google AI Object Detection Challenge 🍁
Targets Minimal
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45
A minimal example data analysis project with the targets R package
Open Solution Value Prediction
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39
Open solution to the Santander Value Prediction Challenge 🐠
Zntrack
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37
Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.
Reproducibilidad
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30
Reproducible Science: what, why, how
Open Data Lab
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26
an initiative to provide infrastructure for reproducible workflows around open data
Smartpipeline
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16
A framework for rapid development of robust data pipelines following a simple design pattern
Targets
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16
User manual of the targets R pacakge
Targetsketch
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15
Sketch a pipeline of targets in an interactive web app
Awesome Open Science
⭐
15
📚 🔬 🔓 🔍 A curated list of resources, data, tools, scholarship related to Open Access, Data and Open Science 📚 🔬 🔓 🔍
Snapperml
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15
SnapperML is a framework for machine learning. It has many functionalities including scalability through docker instances and reproducibility.
R10e Ds Py
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12
Reproducible Data Science in Python (SciPy 2019 Tutorial)
Mandrake
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11
📖🐉- Bring reading the manual 📖 closer to your drake 🐉 workflow 🔥
Kts
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10
Interactive ML Toolset
Jupyterlab Plugin
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8
JupyterLab plugin for provenance & reproducibility in data science
Shinyr Knowledge Repo
⭐
7
The shinyR curated knowledge sharing platform
Targets Keras
⭐
7
An example Keras pipeline with the targets R package
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1-34 of 34 search results
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