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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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fix X_df slices
#228
jmoralez
closed
11 months ago
1
[Core] keep_last_n has no effect in MLForecast.preprocess
#227
shchur
closed
11 months ago
2
Catboost regresor
#226
narencastellon
closed
5 months ago
1
Stacking
#225
narencastellon
closed
9 months ago
1
extract how-to guides from API reference
#224
jmoralez
closed
11 months ago
1
split documentation notebooks by topic
#223
jmoralez
closed
11 months ago
1
support python 3.11
#222
jmoralez
closed
10 months ago
1
migrate processing and generate_series to utilsforecast
#221
jmoralez
closed
11 months ago
1
Use XGBoost DMatrix to train and predict
#219
sankara-nps
closed
10 months ago
2
pipeline with sklearn and xgboost random forest user guide
#218
narencastellon
closed
9 months ago
1
multivariate forecasting and prediction intervals user guide
#217
narencastellon
closed
5 months ago
1
[forecast] fit / predict outputs different results when using the pipeline for multiple timeseries VS one at a time
#216
Cokral
closed
10 months ago
5
remove differences argument
#215
jmoralez
closed
11 months ago
1
tune XGBoost hyperparameters user guide
#214
narencastellon
closed
5 months ago
1
custom predict user guide
#213
narencastellon
closed
11 months ago
1
Fix/machine learning
#212
narencastellon
closed
11 months ago
1
Lags
#211
narencastellon
closed
10 months ago
1
enforce clean notebooks
#210
jmoralez
closed
11 months ago
0
Add more examples about distributed forecast with Ray and PySpark
#209
juanitorduz
closed
11 months ago
4
Feature/electricity load forecasting (PJM) tutorial using MLForecast
#208
uumami
closed
11 months ago
54
Dynamic feature
#207
narencastellon
closed
11 months ago
1
support fitted inverse transform in LocalStandardScaler
#206
jmoralez
closed
11 months ago
1
align ends when inverting transformations for max_horizon
#205
jmoralez
closed
12 months ago
1
raise error when max_horizon and models_ don't match
#204
jmoralez
closed
12 months ago
1
mlforecast: Allow to calculate the full Conformal Prediction Distribution
#203
EtienneT
closed
6 months ago
3
MLForecast.preprocess changes self.ts.max_horizon
#201
ltsaprounis
closed
12 months ago
3
Exogenous variables example
#200
braaannigan
closed
11 months ago
3
fix transfer learning tutorial
#199
jmoralez
closed
1 year ago
1
fix fitted_values methods
#198
jmoralez
closed
12 months ago
1
[Forecast] Forecast Fitted Values Not Inverse Transforming
#197
NudnikShpilkis
closed
12 months ago
0
Prediction intervals for machine learning models
#196
narencastellon
closed
11 months ago
30
Cannot get fitted_values of cross_validation if max_horizon is not None
#195
jmoralez
closed
12 months ago
0
Lag transforms on different levels of aggregation
#194
jmoralez
opened
1 year ago
0
switch to utilsforecast for plotting
#191
jmoralez
closed
1 year ago
1
add forecast_fitted_values method
#190
jmoralez
closed
1 year ago
1
support integer refit in cross_validation
#189
jmoralez
closed
1 year ago
1
Add cross validation retrain frequency as an option
#188
joshdunnlime
closed
1 year ago
5
add GlobalSklearnTransformer and target transformations guide
#187
jmoralez
closed
1 year ago
1
MLForecast: Create a MLForecast object with pre-trained models for inference deployments
#186
pljnagda
closed
11 months ago
2
ValueError when trying to use prediction_intervals on multivariate forecasting task
#185
m-janyell0w
closed
11 months ago
2
Log, log1p, and box-cox target transformations
#184
elisevansartefact
closed
1 year ago
1
support predicting a subset of series
#183
jmoralez
closed
1 year ago
1
raise informative error when interpreting dynamic features as static
#182
jmoralez
closed
1 year ago
1
[Forecast] support predicting only a subset of the training series
#180
jmoralez
closed
1 year ago
0
faster MLForecast.preprocess
#179
jmoralez
closed
1 year ago
1
Request for Implementation of fill_gaps Function to Handle Time Series with Gaps
#178
mairon-chaves
closed
1 year ago
2
[Core] same values are scored although different time series
#177
fsenzel
closed
1 year ago
5
deprecate dynamic_dfs argument in favor of X_df
#176
jmoralez
closed
1 year ago
1
improve static_features_ definition
#175
jmoralez
closed
1 year ago
1
fix static_features order
#174
jmoralez
closed
1 year ago
1
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