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stefan-grafberger
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mlwhatif
Data-Centric What-If Analysis for Native Machine Learning Pipelines
Apache License 2.0
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Update README for SIGMOD (Issue #35)
#36
stefan-grafberger
closed
1 year ago
1
Update Readme with Publications and Short Code Example
#35
stefan-grafberger
closed
1 year ago
0
Decrease test time
#34
stefan-grafberger
opened
1 year ago
0
Include a short example code snippet in the Readme
#33
stefan-grafberger
opened
1 year ago
0
Show intermediate DAGs for optimisation phases/rules
#32
stefan-grafberger
opened
1 year ago
0
More Experiments (Issue #29, Issue #30)
#31
stefan-grafberger
closed
1 year ago
0
More experiments
#30
stefan-grafberger
closed
1 year ago
0
More complex example pipelines
#29
stefan-grafberger
closed
1 year ago
0
Experiments and Polish (Issue #27, Issue #2)
#28
stefan-grafberger
closed
1 year ago
1
End-to-End Experiments
#27
stefan-grafberger
closed
1 year ago
0
Optimization Benchmarks (Issue #21)
#26
stefan-grafberger
closed
1 year ago
0
Add a trial run/execute/estimate option to the fluent API of mlwhatif
#25
stefan-grafberger
closed
1 year ago
1
Code Cleanup (Issue #20, Issue #22)
#24
stefan-grafberger
closed
1 year ago
1
Make Debugging Easier if DAG execution crashes
#23
stefan-grafberger
opened
1 year ago
2
Improve Data Corruption API
#22
stefan-grafberger
closed
1 year ago
0
Optimization Tests and Experiments
#21
stefan-grafberger
closed
1 year ago
2
Move intermediate DAG visualisation to utility functions for final result
#20
stefan-grafberger
closed
1 year ago
0
DataCorruptionWithModelVariants (Issue #18)
#19
stefan-grafberger
closed
1 year ago
1
DataCorruptionWithModelVariants What-If Analysis
#18
stefan-grafberger
closed
1 year ago
0
Multi Query Optimization Rules (Issue #5)
#17
stefan-grafberger
closed
1 year ago
1
Improve Runtime Prediciton
#16
stefan-grafberger
opened
1 year ago
5
Patch Rework (Issue #14)
#15
stefan-grafberger
closed
1 year ago
1
Data and Pipeline Patch Refactoring
#14
stefan-grafberger
closed
1 year ago
0
DataCleaning (Issue #12)
#13
stefan-grafberger
closed
1 year ago
1
DataCleaning What-If Analysis
#12
stefan-grafberger
closed
1 year ago
0
OperatorFairness (Issue #9)
#11
stefan-grafberger
closed
1 year ago
1
Optimisation Info Capturing (#8)
#10
stefan-grafberger
closed
1 year ago
1
OperatorFairness What-If Analysis
#9
stefan-grafberger
closed
1 year ago
0
Collect stats during original pipeline execution to help with optimization
#8
stefan-grafberger
closed
1 year ago
0
First What-If Analysis (Issues #3, #4)
#7
stefan-grafberger
closed
1 year ago
1
Extract executable DAG (Issue #1)
#6
stefan-grafberger
closed
2 years ago
2
First Query Optimization Rules
#5
stefan-grafberger
closed
1 year ago
0
Write a Simple Generic Multi Query Optimizer
#4
stefan-grafberger
closed
1 year ago
0
Write a first What-If Analysis that rewrites the DAG
#3
stefan-grafberger
closed
1 year ago
1
Add Example Pipelines used for DEEM Workshop Paper
#2
stefan-grafberger
closed
1 year ago
0
Make the extracted DAG executable
#1
stefan-grafberger
closed
2 years ago
3