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Nixtla
/
mlforecast
Scalable machine 🤖 learning for time series forecasting.
https://nixtlaverse.nixtla.io/mlforecast
Apache License 2.0
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[ETC] No module name mlforecast.feature_engineering
#264
iamyihwa
closed
8 months ago
2
deterministic column order
#262
jmoralez
closed
8 months ago
1
add feature_engineering module
#261
jmoralez
closed
8 months ago
1
Do not re-calculate lags/transforms if the df already has them
#260
huwf
closed
7 months ago
3
[Core] Inconsistent, and overlapping forecasting time steps generated, as a result of predict()
#259
iamyihwa
closed
8 months ago
2
add as_numpy guide
#258
jmoralez
closed
8 months ago
1
keep df order in cv
#257
jmoralez
closed
9 months ago
1
handle short series exception
#256
jmoralez
closed
9 months ago
1
fix inverse transforms for fitted values when series were dropped
#255
jmoralez
closed
9 months ago
1
Fix distributed cv
#254
jmoralez
closed
9 months ago
1
[Model] Getting issue with instantiating SparkLGBMForecast
#253
iamyihwa
closed
7 months ago
6
support polars dataframe in `TimeSeries.update`
#252
jmoralez
closed
9 months ago
1
cross_validation of DistributedMLForecast not working when n_windows > 2
#251
wregter
closed
9 months ago
0
Add Mintlify automations
#250
hahnbeelee
closed
9 months ago
1
add as_numpy argument
#249
jmoralez
closed
9 months ago
1
issue warning instead of error for short series in cv
#247
jmoralez
closed
9 months ago
1
add performance tests
#246
jmoralez
closed
9 months ago
0
Better support for cross-validation on series with varying start times
#245
gofford
closed
9 months ago
0
[forecast]: allow for "batched" forecasting
#244
gofford
opened
9 months ago
2
In predict, ValueError: You are trying to merge on float64 and object columns. If you wish to proceed you should use pd.concat
#243
SyedKumailHussainNaqvi
closed
9 months ago
3
In predict Function, Found missing inputs in X_df. It should have one row per id and date for the complete forecasting horizon
#242
SyedKumailHussainNaqvi
closed
8 months ago
13
add polars support
#241
jmoralez
closed
9 months ago
1
remove deprecated arguments
#240
jmoralez
closed
9 months ago
1
remove dynamic_dfs argument
#239
jmoralez
closed
9 months ago
1
Mutli Step Forecast with Horizon Column Indicator
#238
LoicRaillon
opened
9 months ago
6
add analyzing models and custom training how-to guides
#236
jmoralez
closed
9 months ago
1
add packaging to dependencies
#235
jmoralez
closed
9 months ago
0
[Utils] Add "packaging" to the package dependencies
#234
nicolasgorrity
closed
9 months ago
0
[Forecast] Forecast Fitted Values Failing with NA
#233
NudnikShpilkis
closed
9 months ago
0
ensure lags are positive integers
#232
jmoralez
closed
9 months ago
1
error in StatsForecast.plot
#231
maironchaves
closed
9 months ago
2
move distributed API reference to quickstart
#229
jmoralez
closed
9 months ago
1
fix X_df slices
#228
jmoralez
closed
9 months ago
1
[Core] keep_last_n has no effect in MLForecast.preprocess
#227
shchur
closed
9 months ago
2
Catboost regresor
#226
narencastellon
closed
3 months ago
1
Stacking
#225
narencastellon
closed
8 months ago
1
extract how-to guides from API reference
#224
jmoralez
closed
9 months ago
1
split documentation notebooks by topic
#223
jmoralez
closed
9 months ago
1
support python 3.11
#222
jmoralez
closed
9 months ago
1
migrate processing and generate_series to utilsforecast
#221
jmoralez
closed
9 months ago
1
Use XGBoost DMatrix to train and predict
#219
sankara-nps
closed
8 months ago
2
pipeline with sklearn and xgboost random forest user guide
#218
narencastellon
closed
7 months ago
1
multivariate forecasting and prediction intervals user guide
#217
narencastellon
closed
3 months ago
1
[forecast] fit / predict outputs different results when using the pipeline for multiple timeseries VS one at a time
#216
Cokral
closed
8 months ago
5
remove differences argument
#215
jmoralez
closed
10 months ago
1
tune XGBoost hyperparameters user guide
#214
narencastellon
closed
3 months ago
1
custom predict user guide
#213
narencastellon
closed
9 months ago
1
Fix/machine learning
#212
narencastellon
closed
10 months ago
1
Lags
#211
narencastellon
closed
8 months ago
1
enforce clean notebooks
#210
jmoralez
closed
10 months ago
0
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