pip install isatools==0.13.0rc2

Metadata tracking tools help to manage an increasingly diverse set of life science, environmental and biomedical experiments

Source
Among top 50% packages on PyPI.
Over 4.7K downloads in the last 90 days.

Commonly used with isatools

Based on how often these packages appear together in public requirements.txt files on GitHub.

videofig

Lightweight image sequence visualization utility based on matplotlib

jupyter-notebook-gist

Create a gist from the Jupyter Notebook UI

json-flatten

Python functions for flattening a JSON object to a single dictionary of pairs, and unflattening that dictionary back to a JSON object

ripl

Really Incredibly Point Less presentation tools

numerapi

Automatically download and upload data for the Numerai machine learning competition

biotracks

Data package representation for cell migration tracking data

jsontableschema-pandas

Generate Pandas data frames, load and extract data, based on JSON Table Schema descriptors.

picard

The next generation MusicBrainz tagger

sugartensor

A slim tensorflow wrapper that provides syntactic sugar for tensor variables.

python-youtube

A Python wrapper around for YouTube Data API.

taxjar

Sales tax API client for Python

smuggle

Log, catalogue, and move python objects via pickling

validada

Another python package for defensive data analysis.

punk

Primitives for Uncovering New Knowledge.

tiingo

REST Client for Tiingo Data Platform API

epyc

Python computational experiment management

roboschool

OpenAI Household Simulator: mobile manipulation using Bullet

torchmeta

Dataloaders for meta-learning in Pytorch

pyasr

Ancestral sequence reconstruction using Python

Version usage of isatools

Proportion of downloaded versions in the last 3 months (only versions over 1%).

0.12.2

11.40%

0.9.5

5.82%

0.13.0rc2

5.80%

0.13.0rc1

4.57%

0.12.1

4.08%

0.12.0

3.69%

0.12.0rc2

3.16%

0.12.0rc3

3.16%

0.10.3

2.96%

0.11.0

2.92%

0.10.2

2.81%

0.9.4

1.70%

0.8.2

1.52%

0.9.3

1.52%

0.4.0

1.50%

0.8.1

1.48%

0.7.1

1.46%

0.8.0

1.46%

0.7.3

1.44%

0.10.0

1.44%

0.9.0

1.42%

0.9.1

1.42%

0.7.4

1.42%

0.10.1

1.42%

0.1.3

1.42%

0.7.2

1.42%

0.3.4

1.40%

0.5.0

1.40%

0.3.2

1.40%

0.6.0

1.40%

0.3.6

1.40%

0.9.2

1.40%

0.7.5

1.40%

0.3.3

1.40%

0.8.3

1.40%

0.3.5

1.40%

0.3.0

1.37%

0.2.4

1.37%

0.1.2

1.37%

0.3.1

1.37%

0.2.0

1.37%

0.1.1

1.37%

0.7.0

1.35%

0.6.2

1.35%

0.2.3

1.35%

0.1.0

1.31%