microsoft/FLAML issues and pull requests

#1409 - Bump version to 2.3.5

Pull Request - State: closed - Opened by thinkall about 19 hours ago

#1408 - Fix params pop error

Pull Request - State: closed - Opened by thinkall 1 day ago

#1407 - Bump serialize-javascript from 6.0.0 to 6.0.2 in /website

Pull Request - State: closed - Opened by dependabot[bot] 5 days ago
Labels: dependencies

#1406 - Fix test hang issue

Pull Request - State: closed - Opened by thinkall 6 days ago

#1405 - fix: Fixed bug where group folds and sample weights couldn't be used together

Pull Request - State: closed - Opened by dannycg1996 7 days ago - 1 comment

#1404 - [Feature Request]: Fit without validation

Issue - State: open - Opened by tsoernes 11 days ago - 1 comment
Labels: enhancement

#1403 - [Bug]: automl.best_run_id is None after fitting when using max_iter

Issue - State: open - Opened by tsoernes 12 days ago - 1 comment
Labels: bug

#1402 - Improved error handling in case no scikit present

Pull Request - State: open - Opened by SkBlaz 17 days ago - 1 comment

#1401 - [Issue]: Improved error handling for contrib module

Issue - State: open - Opened by SkBlaz 17 days ago - 1 comment

#1400 - [Bug]: Prophet with auto_featurization: TypeError: argument of type 'int' is not iterable

Issue - State: closed - Opened by tsoernes 18 days ago - 1 comment
Labels: bug

#1399 - [Bug]: n_jobs error for AutoML regressor ensemble creation

Issue - State: closed - Opened by rohan-gt 20 days ago - 3 comments
Labels: bug

#1398 - [Bug]: Feature importances not present in individual ensemble models

Issue - State: open - Opened by lucazav 22 days ago - 2 comments
Labels: bug

#1397 - [Bug]: Feature importances not present for an ensemble

Issue - State: open - Opened by lucazav 23 days ago - 1 comment
Labels: enhancement

#1396 - [Bug]: Cannot Use GroupFolds With Sample Weights

Issue - State: closed - Opened by dannycg1996 25 days ago - 1 comment
Labels: bug

#1395 - [Issue]: Discrepancy in Log Loss Between XGBClassifier and FLAML's First Iteration

Issue - State: closed - Opened by gcasamat 26 days ago - 2 comments

#1394 - [Bug]: It seems that longer time budgets result in worse outputs

Issue - State: open - Opened by kabeersvohra about 1 month ago - 1 comment
Labels: bug

#1393 - [Feature Request]: Update AutoML metric argument documentation

Issue - State: open - Opened by bl3e967 about 1 month ago - 1 comment
Labels: enhancement

#1392 - Changed tune.report import for ray>=2

Pull Request - State: closed - Opened by drwillcharles about 1 month ago - 9 comments

#1391 - how to get model from history config?

Issue - State: closed - Opened by yuhorun about 2 months ago - 2 comments

#1390 - [Bug]: Training and Test Set Overlap For Classification Tasks with Holdout Strategy

Issue - State: open - Opened by dannycg1996 about 2 months ago - 3 comments
Labels: bug

#1389 - Bump version to 2.3.4

Pull Request - State: closed - Opened by thinkall 2 months ago

#1388 - [Bug]: Sometimes the optimal results of non-optimal estimators are not saved

Issue - State: open - Opened by flippercy 2 months ago - 10 comments
Labels: bug

#1387 - Bump nanoid from 3.3.6 to 3.3.8 in /website

Pull Request - State: closed - Opened by dependabot[bot] 2 months ago
Labels: dependencies

#1386 - [Issue]: how to utilize the historical parameters in houses_experiment.log to generate the model

Issue - State: closed - Opened by yuhorun 2 months ago

#1385 - fix: KeyError no longer occurs when using groupfolds for regression tasks.

Pull Request - State: closed - Opened by dannycg1996 2 months ago - 3 comments
Labels: bug

#1384 - [Bug]: KeyError raised when Using GroupKFold for Regression Tasks

Issue - State: closed - Opened by dannycg1996 2 months ago - 3 comments
Labels: bug

#1383 - fix: Fixed bug with catboost and groups

Pull Request - State: closed - Opened by dannycg1996 3 months ago - 1 comment

#1382 - Pass cost_attr and cost_budget from flaml.tune.run() to the search algo

Pull Request - State: closed - Opened by EgorKraevTransferwise 3 months ago - 1 comment

#1380 - [Bug]: fit terminated unexpected

Issue - State: closed - Opened by yuhorun 3 months ago - 2 comments
Labels: bug

#1379 - Bump cross-spawn from 7.0.3 to 7.0.6 in /website

Pull Request - State: closed - Opened by dependabot[bot] 3 months ago
Labels: dependencies

#1378 - Bump version to 2.3.3

Pull Request - State: closed - Opened by thinkall 3 months ago

#1377 - Fix logging issues that can arise when importing flaml

Pull Request - State: closed - Opened by kernelmethod 3 months ago

#1376 - fix: LinearSVC results now reproducible

Pull Request - State: closed - Opened by dannycg1996 4 months ago

#1375 - [Bug]: Inconsistency in LinearSVC due to lack of random state

Issue - State: closed - Opened by dannycg1996 4 months ago
Labels: bug

#1374 - fix: Ensure Reproducibility of ElasticNetEstimator

Pull Request - State: closed - Opened by dannycg1996 4 months ago

#1373 - [Bug]: Inconsistency in ElasticNet due to lack of random state

Issue - State: closed - Opened by dannycg1996 4 months ago
Labels: bug

#1372 - Bump version to 2.3.2

Pull Request - State: closed - Opened by thinkall 4 months ago

#1371 - Fix data transform issue, spark log_loss metric compute error and json dumps TypeError (Sync Fabric till 3c545e67)

Pull Request - State: closed - Opened by thinkall 4 months ago

#1370 - Bump http-proxy-middleware from 2.0.6 to 2.0.7 in /website

Pull Request - State: closed - Opened by dependabot[bot] 4 months ago
Labels: dependencies

#1369 - Flaml: fix lgbm reproducibility

Pull Request - State: closed - Opened by dannycg1996 4 months ago - 3 comments

#1368 - [Bug]: LGBM Results Not Reproducible

Issue - State: closed - Opened by dannycg1996 4 months ago
Labels: bug

#1367 - Expand the docs to include new estimators

Issue - State: open - Opened by thinkall 4 months ago
Labels: documentation, help wanted

#1366 - Remove outdated comment

Pull Request - State: closed - Opened by thinkall 4 months ago

#1365 - [Issue]: Why are some FLAML estimators marked as internal?

Issue - State: closed - Opened by dannycg1996 4 months ago - 1 comment

#1364 - fix: FLAML catboost metrics arent reproducible

Pull Request - State: closed - Opened by dannycg1996 4 months ago - 4 comments

#1363 - [Don't Merge][Test]

Pull Request - State: closed - Opened by thinkall 4 months ago

#1362 - test: Adding tests to verify model reproducibility

Pull Request - State: closed - Opened by dannycg1996 4 months ago - 1 comment

#1361 - [Issue]: Lack of Testing Around Reproducibility of Results of Classification and Regression Models

Issue - State: closed - Opened by dannycg1996 5 months ago - 1 comment

#1360 - fix: Cross validation process isn't always run to completion

Pull Request - State: closed - Opened by dannycg1996 5 months ago - 1 comment

#1359 - [Bug]: ImportError: cannot import name 'AutoML' from 'flaml'

Issue - State: closed - Opened by TuringWang9527 5 months ago - 6 comments
Labels: bug

#1358 - [Issue]: How does FLAML handle missing values

Issue - State: open - Opened by lizhuoq 5 months ago - 1 comment
Labels: documentation, help wanted

#1356 - Support logger_formatter without automl dependencies

Pull Request - State: closed - Opened by thinkall 5 months ago - 1 comment

#1349 - Cross-validation process isn't always completed across all folds

Issue - State: closed - Opened by dannycg1996 5 months ago - 8 comments
Labels: bug

#1348 - Flaml 2.3.0 not available on PyPi

Issue - State: open - Opened by dannycg1996 5 months ago

#1346 - [Issue]: AutoML doesn' work in Microsoft Fabric

Issue - State: closed - Opened by rnavarromatesanz 6 months ago - 2 comments

#1345 - Updating Old Programs

Issue - State: closed - Opened by ghost 6 months ago - 2 comments
Labels: question, need more info

#1344 - Add info of tutorial automl 2024

Pull Request - State: closed - Opened by thinkall 6 months ago

#1343 - Bump micromatch from 4.0.5 to 4.0.8 in /website

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago
Labels: dependencies

#1342 - Bump webpack from 5.76.1 to 5.94.0 in /website

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago
Labels: dependencies

#1341 - Add contributors wall

Pull Request - State: closed - Opened by thinkall 6 months ago

#1338 - Update version and readme

Pull Request - State: closed - Opened by thinkall 6 months ago

#1337 - Update issue templates

Pull Request - State: closed - Opened by thinkall 6 months ago

#1336 - Bump braces from 3.0.2 to 3.0.3 in /website

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago
Labels: dependencies

#1335 - Fix test errors of nltk and numpy

Pull Request - State: closed - Opened by thinkall 6 months ago

#1334 - fix missing req. arg for new `datasets` package

Pull Request - State: closed - Opened by Borda 6 months ago
Labels: bug

#1333 - configure & apply pyupgrade with `py3.8+`

Pull Request - State: closed - Opened by Borda 6 months ago - 2 comments
Labels: enhancement

#1332 - update py versions, sourced from PyPI

Pull Request - State: closed - Opened by Borda 6 months ago
Labels: documentation, enhancement

#1331 - Improve mlflow integration and add more models

Pull Request - State: closed - Opened by thinkall 6 months ago

#1330 - Add python 3.11 icon

Pull Request - State: closed - Opened by thinkall 6 months ago

#1329 - Bump version to 2.2.0

Pull Request - State: closed - Opened by thinkall 6 months ago

#1328 - Fix test mac os python 3.11

Pull Request - State: closed - Opened by thinkall 7 months ago

#1327 - AutoML does not pass proper `objective` to `estimator_class` when `metric` is non-default.

Issue - State: open - Opened by Atry 7 months ago - 3 comments
Labels: bug

#1326 - Add support to python 3.11

Pull Request - State: closed - Opened by thinkall 7 months ago

#1325 - Keep searching hyperparameters when `r2_score` raises an error

Pull Request - State: closed - Opened by Atry 7 months ago - 2 comments

#1324 - Handle Deprecation Args for Optuna Update

Pull Request - State: closed - Opened by leafy-lee 7 months ago

#1323 - Add example of how to get best config and convert it to parameters

Pull Request - State: closed - Opened by thinkall 7 months ago

#1322 - Don't pass `callbacks=None` to `XGBoostSklearnEstimator._fit`

Pull Request - State: closed - Opened by Atry 7 months ago - 2 comments

#1321 - Upgrade Optuna to 3.6.1

Pull Request - State: closed - Opened by thinkall 7 months ago - 1 comment

#1320 - Fix #1298 by updating max_leaves to max_leaf_nodes

Pull Request - State: closed - Opened by thinkall 7 months ago - 5 comments

#1319 - Doc and comment typos improvements

Pull Request - State: closed - Opened by chocolatevanille 7 months ago - 1 comment

#1318 - starting_point not used

Issue - State: open - Opened by gps1938 7 months ago - 15 comments
Labels: need more info

#1317 - n_estimators value on automl.model differs from value in logs (for CatBoost models)

Issue - State: closed - Opened by dannycg1996 8 months ago - 3 comments
Labels: bug

#1315 - Incompatibility with NumPy 2.0.0: Module Crashes Due to Binary Incompatibility and Attribute Errors

Issue - State: closed - Opened by Programmer-RD-AI 8 months ago - 1 comment

#1314 - `TypeError: fit() got an unexpected keyword argument 'callbacks'` with xgboost 2.1.0

Issue - State: closed - Opened by harupy 8 months ago - 2 comments
Labels: bug

#1313 - Fix shuffle not defined

Pull Request - State: closed - Opened by Programmer-RD-AI 9 months ago

#1312 - Fix typo in ts_model.py: change train_df.y to train_df[target_col]

Pull Request - State: closed - Opened by Programmer-RD-AI 9 months ago

#1311 - Add documentation for `automl.model.estimator` usage

Pull Request - State: closed - Opened by Programmer-RD-AI 9 months ago - 4 comments
Labels: question

#1310 - Harmonize max_leaves and max_leaf_nodes parameter naming in FLAML

Pull Request - State: closed - Opened by Programmer-RD-AI 9 months ago - 1 comment

#1309 - Update Optuna version to 2.10.0 across relevant dependencies

Pull Request - State: closed - Opened by Programmer-RD-AI 9 months ago - 1 comment

#1308 - name 'shuffle' is not defined

Issue - State: closed - Opened by flippercy 9 months ago - 7 comments

#1307 - Add logging import and logger initialization in spark module

Pull Request - State: open - Opened by Programmer-RD-AI 9 months ago

#1306 - Inconsistent Usage of .format() and f-strings in FLAML Codebase

Issue - State: closed - Opened by Programmer-RD-AI 9 months ago - 1 comment
Labels: good first issue

#1305 - Enhanced Numerical Precision with Dynamic Significant Figures in FLAML Logs

Pull Request - State: open - Opened by Programmer-RD-AI 9 months ago

#1304 - Fix missing argument in StratifiedKFold.split()

Pull Request - State: open - Opened by Programmer-RD-AI 9 months ago - 1 comment

#1303 - TypeError: StratifiedKFold.split() missing 1 required positional argument: 'y'

Issue - State: open - Opened by Programmer-RD-AI 9 months ago

#1302 - features: Manually setting the validation set for multi-output task

Pull Request - State: open - Opened by lizhuoq 10 months ago - 1 comment

#1301 - Add (built-in) multi-target support

Issue - State: open - Opened by azmyrajab 10 months ago - 1 comment

#1300 - automl broken with pandas 2

Issue - State: open - Opened by jgukelberger 10 months ago - 11 comments

#1298 - Inconsistent naming

Issue - State: closed - Opened by hannahbus 10 months ago - 3 comments
Labels: wontfix

#1297 - switched val to test

Pull Request - State: open - Opened by rafijacSense 11 months ago
Labels: need more info

GitHub / microsoft/FLAML issues and pull requests