dotnet / dotnet/machinelearning
DataFrame (Microsoft.Data.Analysis) Tracking Issue
- Dominant language
- C#
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Description
## Summary
This issue tracks priorities and discussions around DataFrame improvements based on issues and feedback.
Microsoft.Data.Analysis Open Issue Query: https://github.com/dotnet/machinelearning/issues?q=is%3Aopen+is%3Aissue+label%3AMicrosoft.Data.Analysis
## Work Items
- [x] #6499
- [ ] #6498
- [ ] #6497
- [ ] #6496
- [x] #6493
- [x] #6494
- [x] #6495
## Related Issues
### Create DataFrames
#### Data Formatting
- [x] #5647
- [x] #6238
#### Data Sources
- [x] #5662
- [ ] #5972
- [ ] #6088
- [ ] #5905
- [ ] #5646
#### Other
- [x] #5968
### Reshape DataFrames
- Pivot / Transpose
- Create columns
- [x] #5670
- Reset indices
- [ ] #5658
- Rename columns
- [x] #6129
- [x] #5916
### Filter / Sort DataFrames
- Filter
- [x] #6110
### Combine DataFrames
- Merge
- [x] #6127
- Join
- [ ] #6128
- [ ] #6133
- Concat
- [ ] #5932
- [ ] #6134
### Group DataFrames
- Grouping
- [ ] #5724
- [ ] #5691
- Aggregate Functions
- [ ] #5681
### Summarize DataFrames
- Descriptive statistics
- [x] #5759
### Handle Missing Data
- Drop missing data
- Impute / Fill missing data
### DataTypes
#### Array / Vector / VBuffer
- [x] #5872
- [x] #5721
- [x] #5746
- [x] #5690
#### DateTime
- [x] #6213
- [x] #6201
#### Other
- [ ] #5898
- [ ] #5656
### Misc
- LINQ / EFCore?
- DateTime operations
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