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Anaconda Assistant

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5.90 Mediocre

PyCharm

Code Editor

8.39 Great

PyCharm Community Edition

Code Editor

8.12 Great

Metabob

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6.21 Fair

SciPy/NumPy Ecosystem

Analytics

9.03 Excellent

PyCharm Professional

Code Editor

9.00 Excellent

MLflow

Machine Learning

8.81 Great

Jupyter Notebook Cloud Instances (Google Colab)

Cloud Computing

8.76 Great

Jupyter Notebooks (Google Colab)

Coding

8.33 Great

Modal

Machine Learning

8.29 Great

Jupyter AI

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8.12 Great

Databricks Assistant

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8.02 Great

Hex

Data Analytics

7.93 Good

Codecademy Pro Data Science Path

Data Analytics Course

7.73 Good

GPT Engineer

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7.64 Good

Deepchecks

Machine Learning

7.48 Good

IBM watsonx Code Assistant

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7.48 Good

Judge0

Coding

7.36 Good

Auto-sklearn

Machine Learning

7.32 Good

Spyder

Code Editor

7.20 Good

llama.cpp-python

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7.10 Good

Replit Code v1-3B

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7.03 Good

Salesforce CodeGen

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6.92 Fair

GitWit

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6.34 Fair