Ecosyste.ms: Issues

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GitHub / sdpython/mlprodict issues and pull requests

#100 - add notebook on TreeEnsemble

Pull Request - State: closed - Opened by sdpython over 4 years ago

#98 - mlprodict i broken after onnxruntime, skl2onnx update

Issue - State: closed - Opened by sdpython over 4 years ago
Labels: bug

#97 - Add runtime for operator Conv

Issue - State: closed - Opened by sdpython over 4 years ago
Labels: enhancement

#96 - Fixes #97, add runtime for operator Conv

Pull Request - State: closed - Opened by sdpython over 4 years ago

#95 - Fix OnnxInference where an output and an operator share the same name

Issue - State: closed - Opened by sdpython over 4 years ago
Labels: bug

#94 - Raw scores are always positive for TreeEnsembleClassifier (binary)

Issue - State: closed - Opened by sdpython over 4 years ago
Labels: bug

#93 - Use pointer for TreeClassifier

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#92 - Implements a C++ version of ArrayFeatureExtractor

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#91 - [WONT] Implements a C++ version of GatherElements

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#90 - Implements a C++ runtime for topk

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#89 - Implements a function which extracts some informations on the models

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#88 - Fix bug in runtime of GatherElements

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: bug

#87 - Add converter for HistGradientBoostRegressor

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#86 - Use pointers to replace treeindex in tree ensemble cpp runtime

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#84 - Automatically creates files to profile time_predict function in the benchmark with py-spy

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#83 - ONNX: includes experimental operators in the benchmark

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#82 - Function translate_fct2onnx: use of opset_version

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: bug

#81 - ONNX benchmark: track_score returns scores equal to 0 or 1 (unexpected)

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: bug

#80 - ONNX: extend benchmark to decision_function for some models

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#79 - Python runtime for trees: switch to graph parallelism when N is small

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#78 - Set up random_state for estimators included in others (ONNX benchmarks)

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: bug

#77 - Improves ONNX benchmark to measure zipmap impact.

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#76 - Implements ArgMax 12, ArgMax 12 (python onnx runtime)

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#75 - ONNX: fix random_state whevever it is available when running benchmark

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: bug

#73 - ONNX: fix links on benchmark page (opset is missing)

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: documentation

#72 - ONNX: support of sparse tensor for a unary and binary python operators

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#71 - ONNX: add operator Constant

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#70 - ONNX: write tools to test convervsion for models in scikit-learn examples

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#69 - ONNX: side by side should work by name and not by positions

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: bug, enhancement

#68 - ONNX: improves speed of SGDClassifier

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#67 - ONNX: improves speed of svm regressor

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#66 - ONNX: improves speed of python runtime for decision trees

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#65 - ONNX: investigate discrepencies for k-NN

Issue - State: closed - Opened by sdpython almost 5 years ago - 1 comment
Labels: bug

#64 - Add an example with lightgbm and categorical variables (ONNX)

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#63 - Export asv results to csv (ONNX) + command line

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#62 - Implements command line for the asv benchmark (ONNX)

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#61 - Implements a function to create a benchmark based on asv (ONNX)

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: enhancement

#60 - Improve lightgbm converter (ONNX)

Issue - State: closed - Opened by sdpython almost 5 years ago
Labels: bug, enhancement

#59 - ONNX: Investigate kmeans and opset availability.

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug

#58 - Fix table checking model, merge is wrong in documentation

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug

#57 - ONNX: handles dataframe when converting a model

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#56 - ONNX: implements cdist operator

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: experiment

#55 - ONNX: implements runtime: pyonly, produces a standalone python file for the prediction function

Issue - State: open - Opened by sdpython about 5 years ago - 1 comment
Labels: enhancement

#53 - ONNX: investigate discrepencies for perceptron, SGDClassifier (m-lab)

Issue - State: open - Opened by sdpython about 5 years ago
Labels: bug

#52 - ONNC-cli: add a command line to optimize an onnx model

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#51 - ONNX: measure the time performance obtained by using optimization

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#50 - ONNX optimization: looks into common subparts inside subgraphs.

Issue - State: open - Opened by sdpython about 5 years ago
Labels: bug

#49 - ONNX optimization: remove redundant subparts of a graph

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#48 - ONNX optimization: reduce the number of Identity nodes

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#47 - Implements statistics on onnx graph and sklearn models, add them to the documentation

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#46 - Implements KNearestNeibhorsRegressor supporting batch mode (ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug

#45 - KNearestNeighborsRegressor

Pull Request - State: closed - Opened by sdpython about 5 years ago

#44 - Add an example to look into the performance of every node for a particular dataset

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#43 - LGBMClassifier has wrong shape

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug

#42 - Adds a graph which visually summarize the validating benchmark (ONNX).

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#41 - Enables to test multiple number of features at the same time (ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#40 - Add a parameter to change the number of featuress when validating a model (ONNX).

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#38 - See issue on onnxmltools. https://github.com/onnx/onnxmltools/issues/321

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug

#37 - slkearn and skl2onnx dependencies

Issue - State: closed - Opened by adrinjalali about 5 years ago - 3 comments

#36 - plot_grid_search.py: TypeError: shape must contains integers not 'None'.

Issue - State: closed - Opened by adrinjalali about 5 years ago - 3 comments

#35 - Supports parameter time_kwargs in the command line (ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#34 - Add intervals when measuring time ratios between scikit-learn and onnx (ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#33 - Implements a version of MatMul inline when the output is smaller than one of the input

Issue - State: open - Opened by sdpython about 5 years ago
Labels: enhancement

#32 - Tells operator if the execution can be done inplace for binary operators (ONNX).

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#31 - Implements shape inference for the python runtime (ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#30 - Enables openmp on mac

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#29 - Supports double fin SVMClassifier (ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#28 - Supports double fin SVMRegressor (ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#27 - Bug fix

Pull Request - State: closed - Opened by Exlsunshine about 5 years ago - 4 comments

#26 - Tests all converters in separate processeses to make it easier to catch crashes

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#25 - Ensures operator clip returns an array of the same type (ONNX Python Runtime)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug

#24 - support double for TreeEnsembleClassifier (python runtime ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#23 - support double for TreeEnsembleRegressor (python runtime ONNX)

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#22 - Implements a function to shake an ONNX model and test float32 conversion

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#21 - Add customized converters

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#20 - Enables support for TreeEnsemble operators in python runtime (ONNX).

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#19 - Enables support for SVM operators in python runtime (ONNX).

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#18 - implements python runtime for SVM

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#17 - add a mechanism to use ONNX with double computation

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#16 - fix documentation, visual graph are not being rendered in notebooks

Issue - State: closed - Opened by sdpython about 5 years ago - 1 comment
Labels: bug

#15 - Tells operator if the execution can be done inplace for unary operators (ONNX).

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#14 - Improves speed of DecisionTree implementation (ONNX).

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: bug, enhancement

#13 - add automated benchmark of every scikit-learn operator in the documentation

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#12 - implements a way to measure time for each node of the ONNX graph

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#11 - implements a better ZipMap node based on dedicated container

Issue - State: closed - Opened by sdpython about 5 years ago
Labels: enhancement

#10 - implements full runtime with onnxruntime not node by node

Issue - State: closed - Opened by sdpython over 5 years ago
Labels: enhancement

#9 - implements a onnxruntime runtime

Issue - State: closed - Opened by sdpython over 5 years ago
Labels: enhancement

#8 - implements runtime for decision tree

Issue - State: closed - Opened by sdpython over 5 years ago
Labels: enhancement

#7 - implement python runtime for scaler, pca, knn, kmeans

Issue - State: closed - Opened by sdpython over 5 years ago
Labels: enhancement

#6 - first draft of a python runtime for onnx

Issue - State: closed - Opened by sdpython over 5 years ago
Labels: enhancement

#5 - change style highlight-ipython3

Issue - State: closed - Opened by sdpython almost 7 years ago

#4 - [WONT] implement pipelines (not ONNX)

Issue - State: closed - Opened by sdpython almost 7 years ago

#3 - [WONT] implement random forest (not ONNX)

Issue - State: closed - Opened by sdpython almost 7 years ago

#2 - check conversion to double (not ONNX)

Issue - State: closed - Opened by sdpython almost 7 years ago
Labels: to do

#1 - [WONT] add export to numba (not ONNX)

Issue - State: closed - Opened by sdpython almost 7 years ago