tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

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Builder

Microsoft

microsoft • big-tech

Stars

3,467

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Forks

359

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Activity Score

0/100

0 commits in 30d

Created

May 15, 2019

Project creation date

README Summary

TensorWatch is a debugging and visualization tool for data science, deep learning and reinforcement learning from Microsoft Research. It works by showing real-time visualizations of your machine learning training with minimal code changes. The tool is designed to be flexible, extensible, and easy to use across different ML frameworks.

AI Dev Skills

Unmapped

Tags

Machine Learning Model DebuggingTraining Metrics VisualizationNeural Network Architecture InspectionReal-time Model MonitoringDeep Learning Workflow AnalysisModel Performance TrackingData Science Pipeline VisualizationModel Performance DebuggingMLOpsExplainable AIImageGradient Flow AnalysisTraining Progress TrackingResearch EnvironmentModel Architecture VisualizationML ObservabilityInteractive ML Experiment MonitoringTabularData AnalyticsJupyter NotebooksDeveloper ToolsResearch and DevelopmentReal-time Training Loss MonitoringLocal DevelopmentTextMultimodalNeural Network Layer InspectionModel InterpretabilityJupyter Notebook

Recent Activity

Updated 1 months ago

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Quality

beta

Quality: medium
Maturity: beta

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created: May 15, 2019
Forked: Mar 13, 2026
Your last push: 1 months ago
Upstream last push: 14 days ago
Tracked since: Mar 6, 2026

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