onnx/sklearn-onnx issues and pull requests

#1014 - Use onnx graph from PyTorch `torch.onnx.export` in custom converter

Issue - State: closed - Opened by KarelZe 11 months ago - 4 comments

#1013 - Please verify 1.14.1 ONNX release candidate on TestPyPI

Issue - State: closed - Opened by yuanyao-nv 11 months ago - 2 comments

#1012 - TPOT converter implemented

Issue - State: closed - Opened by AimJee 11 months ago - 2 comments

#1011 - Update Version to 1.15

Pull Request - State: closed - Opened by xiaowuhu 11 months ago - 1 comment

#1007 - Prediction values for a classifier trained on all-zeros target

Issue - State: closed - Opened by sebov 12 months ago - 4 comments
Labels: bug

#1005 - Conversion from pyod.GMM to ONNX

Issue - State: closed - Opened by isaacaf20 12 months ago - 2 comments

#1000 - Fix OneHotEncoder converter

Pull Request - State: closed - Opened by xadupre about 1 year ago - 2 comments
Labels: bug

#998 - Skipping out-of-vocabulary n-grams during batch inference of Tf-IDF ONNXified Vectorizer

Issue - State: open - Opened by nssprogrammer about 1 year ago - 2 comments

#997 - Issue Sklearn pipeline

Issue - State: closed - Opened by javierggon about 1 year ago

#996 - Tfidfvectorizer with sublinear_tf fails, despite opset version set to greater than 11

Issue - State: closed - Opened by RLeek about 1 year ago - 1 comment

#995 - sklearn column transformer with Tfidfvectorizer requires column to be defined with its positional reference as integer

Issue - State: open - Opened by sharathts14 about 1 year ago - 4 comments

#994 - What's the problem of `OpSchema.FormalParameter.typeStr` error?

Issue - State: closed - Opened by young-hun-jo about 1 year ago - 1 comment

#993 - Better documentation for Custom Encoders

Issue - State: open - Opened by aleeminati about 1 year ago

#992 - add new matrix for ort 1.15 rc test

Pull Request - State: open - Opened by xiaowuhu about 1 year ago

#991 - upgrade to 1.14.1

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

#990 - Binary classification probability in ONNX for SVM with probability=False in sklearn

Issue - State: open - Opened by qyuan71 about 1 year ago

#989 - Please validate onnx converter with onnx 1.14.0rc3

Issue - State: open - Opened by liqunfu about 1 year ago - 2 comments

#988 - Test onnx==1.14.0

Pull Request - State: closed - Opened by xadupre about 1 year ago
Labels: CI

#987 - Please verify 1.14.0 ONNX release candidate on TestPyPI

Issue - State: closed - Opened by yuanyao-nv about 1 year ago - 4 comments

#986 - Swayand/bug fix min max scaler with clip

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

#985 - Converter for Isotonic Regression

Issue - State: closed - Opened by praneeth5222 about 1 year ago - 2 comments

#984 - Issue using String features with Lightgbm

Issue - State: open - Opened by aleeminati over 1 year ago - 2 comments

#983 - Remove unnecessary files

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: refactoring

#982 - Got input with wrong type during conversion when using pipeline

Issue - State: open - Opened by reuseman over 1 year ago

#981 - Onnx conversion ruins accented characters and drops accuracies drastically.

Issue - State: open - Opened by AliDadgar over 1 year ago - 1 comment

#980 - NotImplementedError: The converter is implemented when the missing values are string not .

Issue - State: open - Opened by thongvhoang over 1 year ago - 1 comment

#979 - Implement converter for _ConstantPredictor

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: converter

#978 - Add kernel Matern for gaussian process

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

#977 - Cannot convert `OneVsRestClassifier`

Issue - State: closed - Opened by zazzou-phi over 1 year ago - 3 comments

#976 - Does anyone has written the code for sklearn QuantileTransformer's shape calculator and operator converter?

Issue - State: open - Opened by Jeremylee1234 over 1 year ago - 2 comments

#975 - [Error] Unable to convert xgboost/ lightgbm regression models

Issue - State: closed - Opened by Ray-0403 over 1 year ago

#974 - ONNX sklearn model interface for android only returns class label as output

Issue - State: closed - Opened by debajyoti94 over 1 year ago - 2 comments

#973 - How do I have a Float16 input?

Issue - State: closed - Opened by SaleemAkhtarAngstrom over 1 year ago - 6 comments

#972 - Update documentation to version 1.14.0

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

#971 - Use Furo Theme

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

#970 - Release 1.14 on PyPI?

Issue - State: open - Opened by davidmezzetti over 1 year ago

#969 - Large differences between scikit-learn GaussianProcessRegressor with Matern() kernel and ONNX model

Issue - State: closed - Opened by whophil over 1 year ago - 3 comments

#968 - Add an example to convert a pipeline with CatBoostClassifier

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

#967 - Update CI with onnxruntime==1.14.0

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: CI

#966 - Concat | Shape Calculator

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

#965 - Not supported package adtk

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

#964 - Fix scale and offset values for Scaler operator, opset 18

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: Opset 18

#963 - Fix use of split operator with opset 18

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: Opset 18

#962 - test ort 114

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

#961 - Not supported operation

Issue - State: open - Opened by Pantelispanka over 1 year ago - 2 comments
Labels: converter

#960 - Avoid unnecessary loop iterations

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

#959 - Fix type issue when using FeatureVectorizer

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

#958 - `to_onnx` yields error when loading with onnxruntime

Issue - State: open - Opened by maoding over 1 year ago

#957 - Handle FeatureUnions with nested FeatureUnion or ColumnTransformers

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

#956 - ONNX conversion takes more time

Issue - State: open - Opened by hanzigs over 1 year ago - 4 comments

#955 - Example sklearn-onnx code in documentation does not work.

Issue - State: open - Opened by davidrs over 1 year ago - 1 comment

#954 - Upgrade to onnx 1.13 and opset 18

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: CI, Opset 18

#953 - Renames n_features_ into n_features_in_ for scikit-learn 1.2

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: 1.2

#952 - adding check for n_features in skl gb

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

#951 - scikit-learn 1.2 causes bug due to n_features_ deprecated

Issue - State: closed - Opened by ksaur over 1 year ago - 2 comments
Labels: 1.2

#950 - Support for score_samples for One Class SVM

Issue - State: open - Opened by m4salem over 1 year ago

#949 - skl2onnx over specifies dependencies

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

#948 - Please verify 1.13.0 ONNX release candidate on TestPyPI

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

#947 - More consistent with boolean classes

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

#946 - 'numpy.bool_' type of model.classes_

Issue - State: closed - Opened by kn1kn1 over 1 year ago - 4 comments
Labels: bug

#945 - Add converter for FeatureHasher

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: 1.1, converter

#944 - Update requirements and CI

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: CI

#942 - Fix a bug in identity removal (local variables)

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

#941 - Support log_loss in SGDClassifier converter (scikit-learn >= 1.1)

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: bug, 1.1

#940 - Add converter for WhiteKernel (gaussian processes)

Pull Request - State: closed - Opened by xadupre over 1 year ago
Labels: converter

#938 - Take raw_name from user inputs

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

#937 - Support for GaussianProcessRegressor White kernel?

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

#936 - VotingClassifier to onnx does not support xgb and lgb as base estimators

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

#935 - Removes two warnings due to scipy update

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

#933 - Fix issue #929, less Cast op in concat_op.py

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

#931 - Fix a broken example in the documentation

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

#923 - MissingShapeCalculator: Unable to find a shape calculator for type '<class 'skforecast.ForecasterAutoreg.ForecasterAutoreg.ForecasterAutoreg'>'.

Issue - State: closed - Opened by arcosmarcela over 1 year ago - 3 comments

#922 - Pyinstaller compatibility

Issue - State: open - Opened by skornel02 over 1 year ago - 1 comment
Labels: pending user response

#920 - Converted AdaBoostRegressor returns unexpected shape

Issue - State: closed - Opened by maoding over 1 year ago - 3 comments

#917 - Fix option stop_words='english' in TfIdfVectorizer

Pull Request - State: closed - Opened by xadupre almost 2 years ago
Labels: bug

#916 - Fixes documentation, updates requirements.txt

Pull Request - State: closed - Opened by xadupre almost 2 years ago
Labels: documentation

#914 - Implements TraceableCountVectorizer and TraceableTfidfVectorizer

Pull Request - State: closed - Opened by xadupre almost 2 years ago

#913 - Better error messages for tfidfvectorizer

Pull Request - State: closed - Opened by xadupre almost 2 years ago - 2 comments

#909 - Support arrays for length_scale in kernel RBF

Pull Request - State: closed - Opened by xadupre almost 2 years ago

#900 - Move code implementating ovr_decision_function in a pseudo-operator

Pull Request - State: closed - Opened by xadupre almost 2 years ago
Labels: refactoring

#899 - improve unit test for linear classifier

Pull Request - State: closed - Opened by xadupre almost 2 years ago

#895 - (OneVsOneClassifier) Not able to convert sklearn model using pipeline to ONNX format for real time inferencing

Issue - State: closed - Opened by pratikchhapolika almost 2 years ago - 21 comments
Labels: pending user response, new converter, done

#892 - Update max supported opset, update CI to python 3.10

Pull Request - State: closed - Opened by xadupre almost 2 years ago - 2 comments
Labels: CI

#891 - Add one example about TfIdfVectorizer

Pull Request - State: closed - Opened by xadupre almost 2 years ago - 1 comment
Labels: documentation

#887 - Improves examples, remove unnecessary

Pull Request - State: closed - Opened by xadupre almost 2 years ago
Labels: documentation

#880 - [WIP] Upgrade default opset to 16

Pull Request - State: closed - Opened by xadupre about 2 years ago

#879 - Fix documentation due to package updates

Pull Request - State: closed - Opened by xadupre about 2 years ago
Labels: documentation

#870 - Error while importing ONNX

Issue - State: closed - Opened by karthikavarmar about 2 years ago - 2 comments

#868 - restrict protobuf upgrade to v4.x

Pull Request - State: closed - Opened by n8sty about 2 years ago - 2 comments

#867 - Voting Classifier with flatten_transform==True

Issue - State: open - Opened by ericrini about 2 years ago - 1 comment

#866 - Revert onnx model to original format (scikit learn, tf...)

Issue - State: closed - Opened by lherbeur about 2 years ago - 4 comments

#863 - MAINT compat link function and loss for sklearn 1.1 (follow up)

Pull Request - State: closed - Opened by xadupre about 2 years ago
Labels: 1.1

#862 - Mo

Pull Request - State: closed - Opened by xadupre about 2 years ago

#841 - Conversion of PyMorphy2 preprocessing to ONNX

Issue - State: closed - Opened by kos345 over 2 years ago - 2 comments

#839 - Fix documentation configuration

Pull Request - State: closed - Opened by xadupre over 2 years ago
Labels: documentation

#837 - Fix plot_cat_woe_transformer.py

Pull Request - State: closed - Opened by xadupre over 2 years ago
Labels: documentation

#836 - Replaces #821, LocalOutlierFactor n_neighbors bugfix

Pull Request - State: closed - Opened by xadupre over 2 years ago
Labels: bug

#830 - Error converting pipeline: "Failed to create ONNX node. Undefined attribute pair (default_string, None) found for type 'LabelEncoder' and version 2"

Issue - State: closed - Opened by torshind over 2 years ago - 3 comments

#816 - Converted ONNX model throws ShapeInferenceError

Issue - State: closed - Opened by PratsBhatt over 2 years ago - 2 comments
Labels: pending user response

#815 - XGBoostRegression Convert Sklearn

Issue - State: closed - Opened by drvshavva over 2 years ago - 2 comments
Labels: pending user response

GitHub / onnx/sklearn-onnx issues and pull requests