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functime-org
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functime
Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
https://docs.functime.ai
Apache License 2.0
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Add nbstripout hook and format notebooks
#146
baggiponte
closed
6 months ago
0
Py39 compatibility
#145
baggiponte
closed
6 months ago
0
style: run polars-upgrade
#144
baggiponte
closed
6 months ago
0
[CI/CD] Run performance tests as a separate stage
#143
baggiponte
closed
6 months ago
2
Add polars-upgrade pre-commit hook
#142
baggiponte
closed
6 months ago
0
Fixing failed rolling tests
#141
abstractqqq
closed
2 months ago
1
[FEAT] LLM improvements
#139
TomBurdge
opened
7 months ago
1
Update `feature-extraction.md` to `feature-extractors.md` to match the API
#138
baggiponte
closed
7 months ago
1
I forgot to add the white theme for `plot_backtests`
#137
baggiponte
closed
7 months ago
1
Question on filling values and results save
#136
sami-ka
closed
7 months ago
1
[REF!] Change output format of conformal predictions
#135
baggiponte
opened
7 months ago
0
Download typing_extensions only with python < 3.10
#134
baggiponte
closed
7 months ago
1
Add a missing NOQA to avoid ruff removing a necessary import to enable polars plugins
#133
baggiponte
closed
7 months ago
1
fractional diff
#132
ngriffiths13
closed
6 months ago
1
Unexpected behavior from train_test_split()
#131
pcgm-team
closed
6 months ago
1
I
#130
pcgm-team
closed
7 months ago
1
Bug - open-ai module has changed which makes breaking changes in LLM
#129
TomBurdge
closed
7 months ago
1
fix: update api call to current openai python format
#128
TomBurdge
closed
7 months ago
1
Feat/cusum filter
#127
ngriffiths13
closed
7 months ago
5
fix: deprecated names and namespace import
#126
abstractqqq
closed
7 months ago
1
fix: missing arg ts namespace index mass quantile
#125
MathieuCayssol
closed
7 months ago
1
feat: 116_timeseries_features_extraction_dimension_reduction
#124
MathieuCayssol
closed
6 months ago
1
fixed polars feature flags to get build working.
#123
ngriffiths13
closed
7 months ago
1
update: add ratio_n_unique_to_length in ts namespace
#121
MathieuCayssol
closed
7 months ago
1
fix!: Trim group by bug
#120
abstractqqq
closed
7 months ago
1
feat: update benchmark
#119
MathieuCayssol
closed
7 months ago
1
Update benchmark
#118
MathieuCayssol
closed
7 months ago
1
Feat/feature extractor cleanup
#117
MathieuCayssol
closed
8 months ago
1
Analyzing multiple time series with dimension reduction
#116
MathieuCayssol
opened
8 months ago
0
Analyzing multiple time series with dimension reduction
#115
MathieuCayssol
closed
8 months ago
0
docs: Add feature extraction benchmark tutorial
#114
MathieuCayssol
closed
8 months ago
1
feat!: Move all feature extractors into namespace only + speedup Lempel Ziv
#113
abstractqqq
closed
8 months ago
3
[BUILD] Bump minimum required Python version to 3.9?
#112
baggiponte
closed
2 months ago
10
feat(data): add utility function to load sample data
#111
baggiponte
closed
6 months ago
1
Restore M4 daily train data with git lfs
#110
baggiponte
closed
8 months ago
1
build: Bump polars to v0.19.12
#109
MathieuCayssol
closed
8 months ago
1
Update pre-commit hooks: formatting with ruff, format pyproject.toml
#108
baggiponte
closed
8 months ago
2
feat: Rustify lempel_ziv_complexity
#107
abstractqqq
closed
8 months ago
6
docs: Add fractional diff to preprocessing tutorial
#106
ngriffiths13
closed
8 months ago
1
updated preprocessing tutorial to include basic explanation and examp…
#105
ngriffiths13
closed
8 months ago
1
feat: fractional differencing function and test
#104
ngriffiths13
closed
8 months ago
1
perf: More tse optimisations
#103
abstractqqq
closed
8 months ago
1
feat: decorator logging infra
#102
abstractqqq
closed
8 months ago
1
feat(plotting): plot_* accept LazyFrames too
#101
baggiponte
closed
8 months ago
1
test: Streak lengths
#100
TomBurdge
closed
8 months ago
1
feat: add ids and sample argument to plotting functions
#99
baggiponte
closed
8 months ago
2
feat: add `plotting.plot_entities`
#98
baggiponte
closed
8 months ago
3
Fractional Differentiation
#97
ngriffiths13
closed
8 months ago
7
chore: Update gitignore, pyproject.toml and pre-commit config
#96
baggiponte
closed
8 months ago
2
fix: add namespace + missing function in the namespace
#95
MathieuCayssol
closed
8 months ago
1
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