modAL-python/modAL issues and pull requests

#193 - Broadcasting error in avg_score

Issue - State: open - Opened by shubhamgp47 8 months ago - 1 comment

#192 - Still being maintained?

Issue - State: open - Opened by mseflek 8 months ago

#191 - Active Learning Yields Poor Results in Multi-Label Task

Issue - State: open - Opened by shadikhamsehh 11 months ago

#170 - the modAL package has been changed into modal in the pip repository

Issue - State: open - Opened by daniELgrailDev about 2 years ago - 11 comments

#100 - Now sets classes when fitting committee

Pull Request - State: closed - Opened by OskarLiew almost 5 years ago - 1 comment

#99 - Question for handling imbalanced data

Issue - State: closed - Opened by pkan2 almost 5 years ago - 3 comments

#98 - SVR regerssion

Issue - State: open - Opened by zt823793279 almost 5 years ago - 6 comments

#97 - Issue when using Committee.teach(X) on a learner initialized without data

Issue - State: closed - Opened by OskarLiew almost 5 years ago - 3 comments

#96 - Handle error using Committee queries in ActiveLearner (vice versa)?

Issue - State: open - Opened by Clusks almost 5 years ago - 1 comment

#95 - Why teach method fits the data?

Issue - State: open - Opened by Efesencan almost 5 years ago - 4 comments

#94 - Updated doc for ActiveLearner

Pull Request - State: closed - Opened by parthe almost 5 years ago - 1 comment

#93 - How to get feature_importance for a model?

Issue - State: closed - Opened by purijs about 5 years ago - 1 comment

#92 - vote_entropy

Issue - State: closed - Opened by srivastavapravesh14-zz about 5 years ago - 10 comments

#91 - Can this package be applied into one's own classifier?

Issue - State: open - Opened by liumuyan666 about 5 years ago - 1 comment

#90 - A question about only_new

Issue - State: open - Opened by thu-wangz17 about 5 years ago - 2 comments

#89 - Active learning for Seq2seq

Issue - State: closed - Opened by thu-wangz17 about 5 years ago - 3 comments

#88 - Creation of Query by Committee

Issue - State: open - Opened by hwimalar about 5 years ago - 1 comment

#87 - Conda package

Issue - State: closed - Opened by hadim about 5 years ago - 1 comment

#86 - Regarding Query Function

Issue - State: closed - Opened by SomnolentKalash about 5 years ago - 1 comment

#85 - Keras regressor integration issues

Issue - State: open - Opened by cpfpengfei about 5 years ago - 8 comments

#84 - Confidence predictions

Issue - State: closed - Opened by jpmrs1313 about 5 years ago - 3 comments

#83 - ValueError: setting an array element with a sequence.

Issue - State: closed - Opened by 0-hero about 5 years ago - 2 comments

#82 - The prediction is cut and doesn't cover all data

Issue - State: closed - Opened by danielpaz6 over 5 years ago - 3 comments

#81 - feat(data-manager): Added a data manager class

Pull Request - State: open - Opened by talolard over 5 years ago - 3 comments

#80 - Add a Data Manager Class

Issue - State: open - Opened by talolard over 5 years ago - 1 comment

#79 - Add a warning when using matrix instead of array

Issue - State: open - Opened by talolard over 5 years ago - 1 comment

#78 - Fixed some typos

Pull Request - State: closed - Opened by kunakl07 over 5 years ago - 3 comments

#77 - Fix random sampling error

Pull Request - State: closed - Opened by charlesbmi over 5 years ago - 1 comment

#76 - How to use the committee's vote entropy and consensus entripy

Issue - State: open - Opened by wxl112 over 5 years ago - 2 comments

#75 - Active learner in Dash

Issue - State: open - Opened by sarahdc1998 over 5 years ago - 3 comments

#74 - Adding uncertainty calculation with a score threshold

Issue - State: open - Opened by zeetaros over 5 years ago - 2 comments

#73 - most query strategies return either identical or very near identical std for all instances

Issue - State: closed - Opened by A-MH over 5 years ago - 2 comments

#72 - How can I initial an ActiveLearner with 3-D shape data?

Issue - State: open - Opened by rz-zhang over 5 years ago - 5 comments

#71 - ActiveLearner.teach throws two errors

Issue - State: closed - Opened by A-MH over 5 years ago - 1 comment

#70 - Dev

Pull Request - State: closed - Opened by somang over 5 years ago - 5 comments

#69 - Query By Committee with multi-column output prediction

Issue - State: open - Opened by somang over 5 years ago - 1 comment

#68 - Compute pairwise distances only once instead of each turn.

Pull Request - State: open - Opened by AlexandreAbraham over 5 years ago - 3 comments

#67 - Exporting the Keras model after learned from modAL

Issue - State: closed - Opened by somang over 5 years ago - 2 comments

#66 - missing 'inputs' positional argument with ActiveLearner function

Issue - State: open - Opened by zbrasseaux over 5 years ago - 3 comments

#65 - 3D CNN problem

Issue - State: open - Opened by 8hsyw over 5 years ago - 1 comment

#64 - can we save a trained active learning model?

Issue - State: closed - Opened by yyyxy over 5 years ago - 1 comment

#63 - correctly updates known classes after teaching estimators

Pull Request - State: closed - Opened by philipjhj over 5 years ago

#62 - Committee class does not update to new labels correctly.

Issue - State: closed - Opened by philipjhj over 5 years ago - 2 comments

#61 - Limitation of scoring function to only 'accuracy'

Issue - State: closed - Opened by johnny5550822 over 5 years ago - 2 comments

#60 - can use modAl with keras multi_gpu_model?how should i do?

Issue - State: open - Opened by awalker0215 over 5 years ago - 2 comments

#59 - .query on large DataFrame yields "None of [Int64Index([...] dtype='int64')] are in the [columns]"

Issue - State: open - Opened by srowen over 5 years ago - 4 comments

#58 - Input data with different lengths / filled with NAs

Issue - State: open - Opened by nightscape over 5 years ago - 8 comments

#57 - does the model re-created during learner.teach period?

Issue - State: open - Opened by Luckyxuli over 5 years ago - 2 comments

#56 - pytorch examples error

Issue - State: closed - Opened by youkenhou almost 6 years ago - 4 comments

#55 - Return confidence score for query samplers

Issue - State: open - Opened by AlexandreAbraham almost 6 years ago - 3 comments

#54 - Fix stream-based sampling example

Pull Request - State: closed - Opened by chkoar almost 6 years ago - 2 comments

#53 - Any example for Regression with Multiple predictors?

Issue - State: closed - Opened by shankarpandala about 6 years ago - 3 comments

#52 - Update pool-based_sampling.ipynb

Pull Request - State: closed - Opened by vikaskyadav about 6 years ago - 2 comments

#51 - bayesian DL

Issue - State: open - Opened by damienlancry about 6 years ago - 1 comment
Labels: new feature

#50 - using fit_generator() with modAL

Issue - State: open - Opened by Tinzer about 6 years ago - 1 comment

#49 - _add_training_data and _fit_on_new does not work with custom data types

Issue - State: open - Opened by jangedoo about 6 years ago - 1 comment

#48 - DBAL with Image Data implementation using modAL

Pull Request - State: closed - Opened by damienlancry about 6 years ago - 8 comments

#47 - Query

Issue - State: closed - Opened by dobhalnitish about 6 years ago - 4 comments

#46 - Clarification on similarity measures for information density

Issue - State: closed - Opened by MiladShahidi about 6 years ago - 1 comment

#45 - Error in expected_error.py

Issue - State: closed - Opened by panushri25 about 6 years ago - 4 comments

#44 - Pytorch runnable example

Pull Request - State: closed - Opened by damienlancry about 6 years ago - 9 comments

#43 - may i ask how to choose query strategies in using keras for mutilabel classification

Issue - State: closed - Opened by stevenheleah about 6 years ago - 1 comment

#42 - Organisation name disambiguation - Can I use AL for this problem?

Issue - State: closed - Opened by bharathvarma008 about 6 years ago - 1 comment

#41 - use different query strategies

Issue - State: closed - Opened by alexv1247 about 6 years ago - 9 comments

#40 - Change number of epochs in keras with activelearner class

Issue - State: closed - Opened by alexv1247 about 6 years ago - 2 comments

#39 - Extend modAL to pytorch models

Issue - State: open - Opened by damienlancry over 6 years ago - 15 comments

#38 - Ranked batch mode sampling - pre-compute pairwise distance to reduce running time

Issue - State: open - Opened by nishkaks over 6 years ago - 2 comments

#37 - modAL.disagreement.max_std_sampling

Issue - State: closed - Opened by jamel-mes over 6 years ago - 4 comments

#36 - using modAL with object detection algorithms

Issue - State: open - Opened by r11alaa over 6 years ago - 2 comments

#35 - Question : Did ActiveLearner support a trained RandomForestClassifier ?

Issue - State: closed - Opened by YousraH over 6 years ago - 1 comment

#34 - Entropy sampling query startegy instable

Issue - State: closed - Opened by YousraH over 6 years ago - 8 comments

#33 - issues with query strategy

Issue - State: closed - Opened by NainaSaid over 6 years ago - 1 comment

#32 - fix: selection.shuffled_argmax and its test case fixed

Pull Request - State: closed - Opened by zhangyu94 over 6 years ago - 3 comments

#31 - No module named 'modAL.models'; 'modAL' is not a package

Issue - State: closed - Opened by notebooklinda over 6 years ago - 13 comments

#30 - fix: store cold start instance in batch.ranked_batch

Pull Request - State: closed - Opened by zhangyu94 over 6 years ago - 1 comment

#29 - fix: correct best_instance_index in batch.select_instance

Pull Request - State: closed - Opened by zhangyu94 over 6 years ago - 2 comments

#28 - cold start handling in ranked batch sampling

Issue - State: closed - Opened by zhangyu94 over 6 years ago - 10 comments

#27 - Question about the active learning strategy

Issue - State: closed - Opened by fighting41love almost 7 years ago - 2 comments

#26 - AttributeError : 'Committe' object has no attribute 'score'

Issue - State: closed - Opened by rmfajri almost 7 years ago - 4 comments

#25 - refactoring models

Pull Request - State: closed - Opened by cosmic-cortex almost 7 years ago - 1 comment

#24 - Improve batch-sampling and documentation

Pull Request - State: closed - Opened by nikolay-bushkov almost 7 years ago - 6 comments

#23 - docs: refactor documentation

Pull Request - State: closed - Opened by nikolay-bushkov almost 7 years ago - 9 comments

#22 - Refactoring documentation

Issue - State: closed - Opened by cosmic-cortex almost 7 years ago - 9 comments
Labels: documentation

#21 - feat: add sparse matrix handling

Pull Request - State: closed - Opened by nikolay-bushkov almost 7 years ago - 6 comments

#20 - support Pandas dataframe as training data

Issue - State: closed - Opened by fighting41love almost 7 years ago - 6 comments

#19 - Replace np.sum(generator) with np.sum(np.from_iter(generator)) in modAL.utils.combination

Issue - State: closed - Opened by cosmic-cortex almost 7 years ago

#18 - Expected error and variance reduction

Issue - State: closed - Opened by cosmic-cortex almost 7 years ago - 4 comments
Labels: new feature

#17 - Query synthesis

Issue - State: open - Opened by cosmic-cortex almost 7 years ago - 3 comments
Labels: new feature

#16 - Hierarchical sampling for active learning

Issue - State: open - Opened by cosmic-cortex almost 7 years ago - 1 comment
Labels: new feature

#15 - 1-D arrays for learner.teach()

Issue - State: closed - Opened by nikolay-bushkov almost 7 years ago - 4 comments

#14 - Fix inefficient np.where calls by performing in-place nulling.

Pull Request - State: closed - Opened by cosmic-cortex almost 7 years ago

#13 - Implement ranked batch-mode queries

Pull Request - State: closed - Opened by dataframing almost 7 years ago - 1 comment

#12 - about learner.teach

Issue - State: closed - Opened by luxu1220 almost 7 years ago - 7 comments

#11 - Support batch-mode queries?

Issue - State: closed - Opened by dataframing almost 7 years ago - 10 comments

#10 - Add notebook tutorial on pool-based sampling.

Pull Request - State: closed - Opened by dataframing almost 7 years ago - 3 comments

GitHub / modAL-python/modAL issues and pull requests