neocortexdb/functime issues and pull requests

#117 - Feat/feature extractor cleanup

Pull Request - State: closed - Opened by MathieuCayssol about 1 year ago - 1 comment

#116 - Analyzing multiple time series with dimension reduction

Issue - State: open - Opened by MathieuCayssol over 1 year ago
Labels: enhancement

#115 - Analyzing multiple time series with dimension reduction

Issue - State: closed - Opened by MathieuCayssol over 1 year ago

#114 - docs: Add feature extraction benchmark tutorial

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 1 comment

#113 - feat!: Move all feature extractors into namespace only + speedup Lempel Ziv

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 3 comments
Labels: Priority: High, enhancement, perf

#112 - [BUILD] Bump minimum required Python version to 3.9?

Issue - State: open - Opened by baggiponte over 1 year ago
Labels: build

#111 - feat(data): add utility function to load sample data

Pull Request - State: open - Opened by baggiponte over 1 year ago - 1 comment
Labels: documentation, enhancement

#110 - Restore M4 daily train data with git lfs

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 1 comment

#109 - build: Bump polars to v0.19.12

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 1 comment

#108 - Update pre-commit hooks: formatting with ruff, format pyproject.toml

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 2 comments
Labels: cicd, build

#107 - feat: Rustify lempel_ziv_complexity

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 6 comments
Labels: enhancement

#106 - docs: Add fractional diff to preprocessing tutorial

Pull Request - State: closed - Opened by ngriffiths13 over 1 year ago - 1 comment
Labels: documentation

#105 - updated preprocessing tutorial to include basic explanation and examp…

Pull Request - State: closed - Opened by ngriffiths13 over 1 year ago - 1 comment

#104 - feat: fractional differencing function and test

Pull Request - State: closed - Opened by ngriffiths13 over 1 year ago - 1 comment

#103 - perf: More tse optimisations

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 1 comment

#102 - feat: decorator logging infra

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 1 comment

#101 - feat(plotting): plot_* accept LazyFrames too

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 1 comment
Labels: bug, plotting

#100 - test: Streak lengths

Pull Request - State: closed - Opened by TomBurdge over 1 year ago - 1 comment
Labels: test

#99 - feat: add ids and sample argument to plotting functions

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 2 comments
Labels: enhancement, plotting

#98 - feat: add `plotting.plot_entities`

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 3 comments
Labels: enhancement, plotting

#97 - Fractional Differentiation

Issue - State: closed - Opened by ngriffiths13 over 1 year ago - 7 comments

#96 - chore: Update gitignore, pyproject.toml and pre-commit config

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 2 comments

#95 - fix: add namespace + missing function in the namespace

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 1 comment
Labels: bug

#94 - test number_crossings

Pull Request - State: closed - Opened by plaales over 1 year ago - 1 comment

#93 - Feat linear trend test

Pull Request - State: closed - Opened by TomBurdge over 1 year ago - 4 comments

#92 - Add simple tsfresh unit tests

Pull Request - State: closed - Opened by TomBurdge over 1 year ago - 2 comments

#91 - perf+test: More tsfresh updates

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 3 comments
Labels: bug, enhancement, perf

#90 - Unit tests

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 1 comment

#89 - [FEAT] Frequency based cross-validation and gap parameter

Issue - State: open - Opened by baggiponte over 1 year ago
Labels: enhancement

#88 - [DOCS] Duplicate args in forecasting tutorial?

Issue - State: closed - Opened by baggiponte over 1 year ago - 2 comments
Labels: documentation

#87 - refactor(version): add `version` to `init.py`

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 2 comments

#86 - docs(forecasting): fix wrong `roll` import

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 1 comment

#85 - [DOCS] Missing import in forecasting tutorial

Issue - State: closed - Opened by baggiponte over 1 year ago
Labels: documentation, good first issue

#84 - [FEAT] [evaluation] Add rank_cv to evaluation

Issue - State: open - Opened by baggiponte over 1 year ago - 1 comment
Labels: enhancement

#83 - [FEAT] [PLOTTING] add `plotting.plot_entities` to display info about entities

Issue - State: closed - Opened by baggiponte over 1 year ago - 1 comment
Labels: plotting

#82 - build: Decrease core build size

Pull Request - State: closed - Opened by topher-lo over 1 year ago - 3 comments
Labels: build

#81 - [BUILD] dependencies needed for functime

Issue - State: closed - Opened by baggiponte over 1 year ago
Labels: build

#80 - [BUG] plotting functions don't work when the number of columns is >3

Issue - State: closed - Opened by baggiponte over 1 year ago - 1 comment
Labels: bug, plotting

#79 - Support LazyFrames in `plotting.plot_panels`

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 4 comments
Labels: bug, plotting

#78 - energy_ratios is incorrect when `x.len() % n_chunks == 0`

Issue - State: closed - Opened by MathieuCayssol over 1 year ago

#77 - Fix typos + add new functions into polars namespace + unit tests

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 1 comment

#76 - docs(readme): mention large panel datasets in headline

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 1 comment

#75 - [FEAT] adding a `num_series` parameter to `plotting.plot_panel`

Issue - State: closed - Opened by baggiponte over 1 year ago - 4 comments
Labels: enhancement, good first issue

#74 - `plotting.plot_panel` fails with LazyFrames

Issue - State: closed - Opened by baggiponte over 1 year ago - 3 comments
Labels: bug, plotting

#73 - functime has no attribute `version`

Issue - State: closed - Opened by baggiponte over 1 year ago
Labels: build

#72 - Pandas is a required dependency for plotting with plotly

Issue - State: closed - Opened by baggiponte over 1 year ago - 2 comments

#71 - Additional Features, Fixed Energy Ratios

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 2 comments

#70 - [UNIT TEST TRACKER] tsfresh

Issue - State: open - Opened by MathieuCayssol over 1 year ago - 18 comments
Labels: test

#69 - Feature Bundles

Issue - State: open - Opened by abstractqqq over 1 year ago - 3 comments
Labels: enhancement

#68 - docs(forecasting): fix variable name

Pull Request - State: closed - Opened by baggiponte over 1 year ago - 1 comment

#67 - fixed autocorr + Lempel Ziv Complexity + Some failing tests

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 3 comments

#66 - fix: tsfresh abs features and change quantiles

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 3 comments

#65 - `autocorrelation` doesn't return the same result for pl.LazyFrame and pl.DataFrame

Issue - State: closed - Opened by MathieuCayssol over 1 year ago - 4 comments

#64 - TS Namespace + Small bug fixes + Reorg

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 2 comments
Labels: enhancement

#63 - feat: Implement partial_autocorrelation

Pull Request - State: closed - Opened by claysmyth over 1 year ago - 1 comment
Labels: enhancement

#62 - Support NumPy 1d Array Whenever Series is Supported

Issue - State: closed - Opened by abstractqqq over 1 year ago - 5 comments
Labels: enhancement

#61 - fix: Approx. entropy in eager mode

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 1 comment
Labels: bug

#60 - feat: TS feature extraction benchmarks

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 1 comment

#59 - Explore Parallel = True in value_counts

Issue - State: closed - Opened by abstractqqq over 1 year ago - 4 comments
Labels: help wanted

#58 - fix+perf: Benford correlation and entropy features

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 2 comments
Labels: bug, refactor, perf

#57 - fix: clean functions in tsfresh

Pull Request - State: closed - Opened by vienneraphael over 1 year ago - 2 comments
Labels: bug, refactor

#56 - fix: Uniformize docstrings

Pull Request - State: closed - Opened by vienneraphael over 1 year ago - 1 comment

#55 - fix: typos and removed unused duplication of function number_peaks

Pull Request - State: closed - Opened by vienneraphael over 1 year ago - 1 comment

#54 - Let the user decide how to close bounds in range_count

Issue - State: closed - Opened by vienneraphael over 1 year ago - 1 comment

#53 - Possible Name Changes to Some Features

Issue - State: closed - Opened by abstractqqq over 1 year ago - 3 comments
Labels: enhancement

#52 - Feature Extraction Tsfresh Rewrite Quality Assurance

Issue - State: closed - Opened by abstractqqq over 1 year ago - 3 comments
Labels: enhancement

#51 - Import functime.forecasting (zarr) leads to error

Issue - State: closed - Opened by leonhergert over 1 year ago - 2 comments

#50 - perf: speed up energy_ratio

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 1 comment

#49 - fix: tsfresh first stage perf and bugs

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 1 comment
Labels: bug

#48 - Bug: Energy Ratios

Issue - State: closed - Opened by abstractqqq over 1 year ago
Labels: bug

#47 - Bug: change_quantile is lacking an aggregation

Issue - State: closed - Opened by abstractqqq over 1 year ago - 4 comments
Labels: bug

#46 - Include a functime.type_alias Module

Issue - State: closed - Opened by abstractqqq over 1 year ago
Labels: enhancement

#45 - Bug: c3 Implementation is wrong

Issue - State: closed - Opened by abstractqqq over 1 year ago - 1 comment
Labels: bug

#44 - feat: Add count number of cwt peaks feature

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 2 comments

#43 - Optimization: count_above_mean

Issue - State: closed - Opened by abstractqqq over 1 year ago - 1 comment
Labels: perf

#42 - Binned Entropy Implementation is wrong

Issue - State: closed - Opened by abstractqqq over 1 year ago - 1 comment
Labels: bug

#41 - Optimization: benford_correlation

Issue - State: closed - Opened by abstractqqq over 1 year ago - 9 comments
Labels: perf

#40 - Add ta-lib to feature extraction

Issue - State: open - Opened by topher-lo over 1 year ago
Labels: enhancement, help wanted

#39 - Add `plot_interval_forecasts` function

Issue - State: open - Opened by topher-lo over 1 year ago - 2 comments
Labels: enhancement, good first issue

#38 - Extract features tqin

Pull Request - State: closed - Opened by abstractqqq over 1 year ago - 2 comments

#37 - feat: Support pl.Expr and pl.Series tsfresh @mathieu

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 1 comment
Labels: enhancement

#36 - Feat/tsfresh staging

Pull Request - State: closed - Opened by claysmyth over 1 year ago - 1 comment

#35 - Feat/tsfresh staging

Pull Request - State: closed - Opened by claysmyth over 1 year ago - 1 comment

#34 - feat: tsfresh features @metaboulie

Pull Request - State: closed - Opened by metaboulie over 1 year ago - 1 comment

#33 - feat: tsfresh features @achasol

Pull Request - State: closed - Opened by achasol over 1 year ago - 1 comment
Labels: enhancement

#32 - feat: tsfresh staging

Pull Request - State: closed - Opened by topher-lo over 1 year ago - 1 comment
Labels: enhancement

#31 - feat: tsfresh features @vienneraphael

Pull Request - State: closed - Opened by vienneraphael over 1 year ago - 1 comment

#30 - examples to forecast with multiple feature columns

Issue - State: closed - Opened by s5248 over 1 year ago - 5 comments
Labels: documentation

#29 - feat: Add Yeo-Johnson transformer

Pull Request - State: closed - Opened by metaboulie over 1 year ago - 5 comments
Labels: enhancement

#28 - build: Bump polars to 0.19.1.

Pull Request - State: closed - Opened by topher-lo over 1 year ago - 1 comment
Labels: refactor

#27 - [PROJECT TRACKER] `tsfresh` time-series features

Issue - State: closed - Opened by topher-lo over 1 year ago - 9 comments
Labels: enhancement

#26 - feat: tsfresh features @mathieu

Pull Request - State: closed - Opened by MathieuCayssol over 1 year ago - 5 comments
Labels: enhancement

#25 - feat: tsfresh first pass

Pull Request - State: closed - Opened by topher-lo over 1 year ago
Labels: enhancement

#24 - feat: Add regression-based deseasonalize transform

Pull Request - State: closed - Opened by topher-lo over 1 year ago - 1 comment
Labels: enhancement

#23 - Sdist

Issue - State: closed - Opened by thewchan over 1 year ago - 7 comments

#22 - Feature engineering / preprocessing suggestions

Pull Request - State: closed - Opened by chrischia06 over 1 year ago - 1 comment

#21 - chore: Remove unused cli files

Pull Request - State: closed - Opened by daryllimyt over 1 year ago

#20 - LightGBM: Unexpected behavior when introducing exogenous variables

Issue - State: closed - Opened by juan-op over 1 year ago - 7 comments

#18 - Auto LightGBM: unable to add a column of length 7644 to a dataframe of height 9334

Issue - State: closed - Opened by tblume1992 over 1 year ago - 4 comments
Labels: bug

#17 - Explain why forecasters drop very short time series

Issue - State: open - Opened by topher-lo over 1 year ago - 3 comments
Labels: documentation

GitHub / neocortexdb/functime issues and pull requests