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microsoft/tensorwatch

tensorwatch

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

View on GitHub↗Upstream microsoft/tensorwatch↗

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

3,467

Using upstream star count

Forks

360

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 15, 2019

Project creation date

README Summary

Welcome to TensorWatch TensorWatch is a debugging and visualization tool designed for data science, deep learning and reinforcement learning from Microsoft Research. It works in Jupyter Notebook to show real-time visualizations of your machine learning training and perform several other key analysis tasks for your models and data. TensorWatch is designed to be flexible and extensible so you can also build your own custom visualizations, UIs, and dashboards. Besides traditional "what-you-se

Community Evaluation

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AI Dev Skills

Unmapped

Data Science Pipeline VisualizationDeep Learning Workflow AnalysisMachine Learning Model DebuggingModel Performance TrackingNeural Network Architecture InspectionReal-time Model MonitoringTraining Metrics Visualization

Tags

Data Science Pipeline VisualizationDeep Learning Workflow AnalysisMachine Learning Model DebuggingModel Performance TrackingNeural Network Architecture InspectionReal-time Model MonitoringTraining Metrics VisualizationData ScienceDeep LearningForkedJupyterMachine LearningOpen SourcePyTorchPythonReal-Time / StreamingReinforcement LearningResearch / PapersSecurityStatisticsTensorFlowTutorial

Taxonomy

AI Trends

MLOpsModel InterpretabilityExplainable AIML Observability

category

Model TrainingInference & ServingDev Tools & AutomationLearning ResourcesSecurity & SafetyData Science & Analytics

Deployment Context

Jupyter NotebooksLocal DevelopmentResearch Environment

Industries

Developer ToolsResearch and DevelopmentData Analytics

Modalities

TabularImageTextMultimodal

Skill Areas

Machine Learning Model DebuggingTraining Metrics VisualizationNeural Network Architecture InspectionReal-time Model MonitoringDeep Learning Workflow AnalysisModel Performance TrackingData Science Pipeline Visualization

tag

Data ScienceDeep LearningForkedJupyterMachine LearningOpen SourcePyTorchPythonReal-Time / StreamingReinforcement LearningResearch / PapersSecurityStatisticsTensorFlowTutorial

Use Cases

Real-time Training Loss MonitoringModel Architecture VisualizationGradient Flow AnalysisTraining Progress TrackingModel Performance DebuggingInteractive ML Experiment MonitoringNeural Network Layer Inspection

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

1

fix unsafe pickle deserialization vulnerability in ZMQ transport

Shital Shah • Mar 6, 2026

2fe6ed3

Quality

beta
Quality
medium
Maturity
beta

Categories

Inference & ServingPrimaryDev Tools & AutomationLearning ResourcesSecurity & SafetyData Science & AnalyticsModel TrainingSearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & Evaluation

Languages

Jupyter Notebook100.0%

Timeline

Project created
May 15, 2019
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
2 months ago
Tracked since
Mar 6, 2026

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