microsoft/FLAML

Issues

• [Bug]: Sometimes the optimal results of non-optimal estimators are not saved

  #1388 opened 14 days ago by flippercy
  9

• [Bug]: Training and Test Set Overlap For Classification Tasks with Holdout Strategy

  #1390 opened 11 days ago by dannycg1996
  3

• [Bug]: KeyError raised when Using GroupKFold for Regression Tasks

  #1384 opened 13 days ago by dannycg1996
  3

• [Issue]: how to utilize the historical parameters in houses_experiment.log to generate the model

  #1386 opened 23 days ago by yuhorun
  0

• [Bug]: fit terminated unexpected

  #1380 opened a month ago by yuhorun
  2

• automl broken with pandas 2

  #1300 opened 8 months ago by jgukelberger
  6

• [Issue]: How does FLAML handle missing values

  #1358 opened 3 months ago by lizhuoq
  1

• [Bug]: LGBM Results Not Reproducible

  #1368 opened 2 months ago by dannycg1996
  0

• AutoML does not pass proper `objective` to `estimator_class` when `metric` is non-default.

  #1327 opened 5 months ago by Atry
  3

• [Bug]: Inconsistency in LinearSVC due to lack of random state

  #1375 opened 2 months ago by dannycg1996
  0

• [Bug]: Inconsistency in ElasticNet due to lack of random state

  #1373 opened 2 months ago by dannycg1996
  0

• Updating Old Programs

  #1345 opened 2 months ago
  2

• Expand the docs to include new estimators

  #1367 opened 2 months ago by thinkall
  0

• [Issue]: Why are some FLAML estimators marked as internal?

  #1365 opened 2 months ago by dannycg1996
  1

• n_estimators value on automl.model differs from value in logs (for CatBoost models)

  #1317 opened 2 months ago by dannycg1996
  3

• Cannot reproduce Flaml predictions using SkLearn RF

  #1287 opened 10 months ago by zuoxu3310
  2

• [Issue]: Lack of Testing Around Reproducibility of Results of Classification and Regression Models

  #1361 opened 3 months ago by dannycg1996
  1

• [Bug]: ImportError: cannot import name 'AutoML' from 'flaml'

  #1359 opened 3 months ago by TuringWang9527
  6

• Cross-validation process isn't always completed across all folds

  #1349 opened 3 months ago by dannycg1996
  8

• [Bug]: Importing xgboost without it being marked as mandatory dependency

  #1355 opened 3 months ago by ianhelle
  1

• `_pickle_and_log_artifact` doesn't clean up pickle file after logging it as an artifact

  #1353 opened 3 months ago by harupy
  3

• Flaml 2.3.0 not available on PyPi

  #1348 opened 3 months ago by dannycg1996
  1

• [Issue]: AutoML doesn' work in Microsoft Fabric

  #1346 opened 4 months ago by rnavarromatesanz
  2

• starting_point not used

  #1318 opened 5 months ago by gps1938
  15

• Inconsistent Usage of .format() and f-strings in FLAML Codebase

  #1306 opened 5 months ago by Programmer-RD-AI
  1

• name 'shuffle' is not defined

  #1308 opened 5 months ago by flippercy
  7

• Incompatibility with NumPy 2.0.0: Module Crashes Due to Binary Incompatibility and Attribute Errors

  #1315 opened 5 months ago by Programmer-RD-AI
  1

• Cannot predict with numpy inputs

  #1262 opened a year ago by leelew
  1

• `TypeError: fit() got an unexpected keyword argument 'callbacks'` with xgboost 2.1.0

  #1314 opened 5 months ago by harupy
  2

• Add (built-in) multi-target support

  #1301 opened 8 months ago by azmyrajab
  1

• Inconsistent naming

  #1298 opened 5 months ago by hannahbus
  3

• Update Optuna

  #1280 opened 5 months ago by bbudescu
  2

• Typo or misnaming in automl/timeseries/ts_model.py

  #1279 opened 5 months ago by enkiluv
  1

• BlendSearch in UDF mode

  #1283 opened 10 months ago by khosravym
  6

• Where can I get the corresponding model for each cross validation

  #1269 opened a year ago by huangssssir
  1

• How to change value of max_iter in Logistic Regression in AutoML ?

  #1265 opened a year ago by shivam-maurya-git
  1

• Parameter tuning in final_estimator with automl ensemble

  #1270 opened a year ago by Arsa-Nik
  1

• Need estimators like support vector machine, Decision Tree, Naïve Bayes Classifier.

  #1264 opened a year ago by shivam-maurya-git
  1

• Represent "best error" in runtime logger instance using scientific notation?

  #1272 opened a year ago by gdevenyi
  1

• custom_metric() function error

  #1277 opened a year ago by ct-rparrondo
  1

• Shifting of Time Series data

  #1281 opened 10 months ago by Elisa1234567890
  1

• Wrong index during CV

  #1294 opened 9 months ago by uzhao
  1

• TypeError: StratifiedKFold.split() missing 1 required positional argument: 'y'

  #1303 opened 7 months ago by Programmer-RD-AI
  0

• Unable to work with root_mean_squared_log_error

  #1295 opened 9 months ago by GDGauravDutta
  1

• couldn't get the same results with FLAML when using the original ML model

  #1271 opened a year ago by kurtsenol
  1

• ml.py contains conflicting references to Numpy

  #1285 opened 10 months ago by ptkasper
  0

• Official example: Time Series Forecast TypeError: 'NoneType' object is not callable

  #1284 opened 10 months ago by Seyda1
  2

• Preprocessing Data is missng ,raise key error. automl self was created data that is not repreat behaviour.

  #1278 opened a year ago by 731315163
  1

• Custom Objective Function for LGBM

  #1267 opened a year ago by iwroteasongforyou
  0

• Question about the custom metric

  #1261 opened a year ago by xpye98
  2