opcode81/sensai issues and pull requests

#90 - Add support for MPS backend

Issue - State: open - Opened by schroedk 8 months ago - 3 comments
Labels: enhancement

#88 - "There are 14 competing standards"

Issue - State: closed - Opened by tornikeo 8 months ago

#87 - cloudpickle dependency

Issue - State: closed - Opened by opcode81 9 months ago
Labels: dependencies

#86 - Minor improvements

Pull Request - State: closed - Opened by MischaPanch 9 months ago

#85 - FeatureGenerators: Support normalisation alongside categorical features that are not encoded

Issue - State: open - Opened by opcode81 9 months ago
Labels: enhancement

#84 - Support test_io_data for MultiDataEval and eval util

Pull Request - State: closed - Opened by MischaPanch 9 months ago - 1 comment

#83 - support test_io_data_dict in MultiDataModelEvaluation

Issue - State: closed - Opened by MischaPanch 9 months ago
Labels: enhancement

#82 - Support pandas 2

Issue - State: open - Opened by MischaPanch 9 months ago - 1 comment
Labels: incompatibility, dependencies

#81 - Add InMemoryPersistentKeyValueCache

Issue - State: closed - Opened by MischaPanch 9 months ago - 2 comments

#80 - "Vectorize" ColumnGeneratorCachedByIndex

Issue - State: open - Opened by MischaPanch 9 months ago - 2 comments

#79 - Add to_feature_generator to ColumnGenerator

Issue - State: closed - Opened by MischaPanch 9 months ago - 1 comment

#78 - Docstrings, minor

Pull Request - State: closed - Opened by MischaPanch 9 months ago - 2 comments

#77 - More explicit log and progress bar in ModelEvaluation.compare_models

Issue - State: closed - Opened by MischaPanch 9 months ago - 1 comment
Labels: enhancement, good first issue

#76 - Expose default eval metrics to user

Issue - State: closed - Opened by MischaPanch 9 months ago
Labels: enhancement

#75 - Minor improvements in type annotations

Pull Request - State: closed - Opened by MischaPanch 9 months ago

#74 - Parallelize ModelEvaluation.compare_models

Issue - State: open - Opened by MischaPanch 9 months ago - 1 comment
Labels: enhancement

#73 - Marketing

Pull Request - State: closed - Opened by opcode81 12 months ago

#72 - Update notebooks to v1 and re-enable them for the docs build

Issue - State: open - Opened by opcode81 over 1 year ago
Labels: documentation, testing

#71 - Add backwards compatibility tests from v0 to v1

Issue - State: open - Opened by opcode81 over 1 year ago - 1 comment
Labels: testing

#70 - Add tests for regression models

Issue - State: closed - Opened by opcode81 over 1 year ago - 1 comment
Labels: testing

#69 - Add tests for evaluation util classes

Issue - State: open - Opened by opcode81 over 1 year ago
Labels: testing

#68 - Simplify/improve naming of evaluator/evaluation utility classes

Issue - State: closed - Opened by opcode81 over 1 year ago - 1 comment
Labels: enhancement

#67 - Sync dcs

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

#66 - Dcs

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

#65 - Raw data transformer

Pull Request - State: closed - Opened by MischaPanch over 2 years ago

#64 - Relaxed requirements of all extras, storing all extras dependencies in files (requirements_<extra>.txt)

Pull Request - State: closed - Opened by opcode81 over 2 years ago

#63 - Bump numpy from 1.18.1 to 1.21.0

Pull Request - State: closed - Opened by dependabot[bot] over 2 years ago - 1 comment
Labels: dependencies

#62 - Bump numpy from 1.18.1 to 1.21.0 in /docs

Pull Request - State: closed - Opened by dependabot[bot] over 2 years ago - 1 comment
Labels: dependencies

#61 - Refactoring geoanalytics

Pull Request - State: closed - Opened by opcode81 over 2 years ago

#60 - Notebook test failure due to TypeError in nbconvert

Issue - State: closed - Opened by opcode81 over 3 years ago - 1 comment

#59 - Rule-Based Models' fit interface

Issue - State: closed - Opened by opcode81 over 3 years ago

#58 - Notebook Test Failure: PyTorch-Lightning ImportError

Issue - State: closed - Opened by opcode81 over 3 years ago - 2 comments
Labels: testing

#57 - Notebook tests can fail

Issue - State: open - Opened by opcode81 over 3 years ago - 2 comments
Labels: build and ci, testing

#56 - Improve build

Pull Request - State: closed - Opened by MischaPanch over 3 years ago - 3 comments

#55 - Support passing separate validation data set to pytorch-lightning based models

Issue - State: closed - Opened by MischaPanch over 3 years ago - 12 comments
Labels: enhancement

#54 - Bump pyyaml from 5.3 to 5.4

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

#53 - Generalize SpanningTree and graph-related methods

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 2 comments
Labels: enhancement

#52 - Fix publish package github workflow

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 1 comment
Labels: build and ci

#51 - Do not track rst-files in repository

Issue - State: closed - Opened by schroedk almost 4 years ago - 4 comments
Labels: documentation, build and ci

#50 - Geopandas optional dependency

Pull Request - State: closed - Opened by schroedk almost 4 years ago - 4 comments
Labels: build and ci, incompatibility

#49 - Refactoring of the clustering package, bundling geo-analytics stuff in a separate optional package

Issue - State: closed - Opened by opcode81 almost 4 years ago

#48 - Faz

Pull Request - State: closed - Opened by schroedk almost 4 years ago

#47 - Add pytorch-lightning to sensai[torch] dependencies

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 1 comment
Labels: build and ci

#46 - Feature/towards tensor model

Pull Request - State: closed - Opened by MischaPanch almost 4 years ago - 3 comments

#45 - geopandas cannot be installed under Windows

Issue - State: closed - Opened by opcode81 almost 4 years ago - 2 comments
Labels: incompatibility

#44 - Build fails upon force-push to develop

Issue - State: closed - Opened by opcode81 almost 4 years ago - 1 comment
Labels: bug, build and ci

#43 - Restore class hierarchy

Pull Request - State: closed - Opened by opcode81 almost 4 years ago

#42 - Improved hierarchy in vector_model, extended evaluation

Pull Request - State: closed - Opened by MischaPanch almost 4 years ago - 1 comment
Labels: enhancement

#41 - Feature/more informative featuregens and dtftransf

Pull Request - State: closed - Opened by MischaPanch almost 4 years ago - 1 comment

#40 - Support training on (non-in-memory) datasets for VectorModel-derived classes

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 5 comments
Labels: enhancement

#39 - Write evaluation methods for TensorModel

Issue - State: open - Opened by MischaPanch almost 4 years ago
Labels: enhancement

#38 - Support models that can input and predict multidimensional tensors

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 1 comment
Labels: enhancement

#37 - Update trains

Pull Request - State: closed - Opened by MischaPanch almost 4 years ago

#36 - Fix/persisted model compatibility

Pull Request - State: closed - Opened by MischaPanch almost 4 years ago

#35 - Objects such as DFTs and Fgens should know whether they actually require fitting ...

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 1 comment
Labels: enhancement

#34 - Maybe improve _predict interface in VectorModel

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 2 comments
Labels: mostly aesthetic

#33 - Unsupervised and rule-based models

Pull Request - State: closed - Opened by MischaPanch almost 4 years ago - 2 comments

#32 - Fix random seeds in model tests

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 6 comments
Labels: bug, testing

#31 - Cache .tox and possible apt packages

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 3 comments
Labels: build and ci

#30 - Maybe add a template for deploying with docker?

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 1 comment
Labels: documentation, enhancement

#29 - Add notebooks demonstrating caching and model persistence

Issue - State: open - Opened by MischaPanch almost 4 years ago
Labels: documentation, testing

#28 - Add notebooks demonstrating sensai model implementations

Issue - State: open - Opened by MischaPanch almost 4 years ago
Labels: documentation, testing

#27 - Improving build, adding notebooks and minor extensions

Pull Request - State: closed - Opened by MischaPanch almost 4 years ago

#26 - Update repo_dir_sync to use develop instead of master

Issue - State: closed - Opened by opcode81 almost 4 years ago

#25 - Generalize TorchDataSet to DataSet using batches of pd.DataFrame

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 3 comments
Labels: enhancement

#24 - Support conda for venv configuration

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 3 comments
Labels: build and ci

#23 - Improvements in torch modules: NNOptimiser without validation, improved naming/documentation

Pull Request - State: closed - Opened by opcode81 almost 4 years ago - 1 comment
Labels: documentation, enhancement

#22 - Update dependencies that are safe

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 5 comments
Labels: build and ci

#21 - Allow possibility to install supported optional deps with pip

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 2 comments
Labels: build and ci

#20 - Automate release mechanism

Issue - State: closed - Opened by MischaPanch almost 4 years ago
Labels: build and ci

#19 - Build notebooks and render them in docu

Issue - State: closed - Opened by MischaPanch almost 4 years ago
Labels: documentation, build and ci

#18 - Delete stale branches

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 1 comment

#17 - Add tests for tensorflow and lightgbm models

Issue - State: open - Opened by MischaPanch almost 4 years ago - 2 comments
Labels: testing

#16 - Maybe add a formatter?

Issue - State: closed - Opened by MischaPanch almost 4 years ago - 2 comments

#15 - Allow torch loss evaluators for training without validation sets

Issue - State: closed - Opened by MischaPanch almost 4 years ago
Labels: enhancement

#14 - Support for tensor-like output

Issue - State: closed - Opened by MischaPanch almost 4 years ago
Labels: enhancement

#13 - Add notebooks demonstrating basic feature engineering and evaluation

Issue - State: closed - Opened by MischaPanch almost 4 years ago
Labels: documentation, testing

#12 - Minor improvements and a breaking change

Pull Request - State: closed - Opened by MischaPanch about 4 years ago