banditml/offline-policy-evaluation issues and pull requests

#87 - Bump ipython from 7.31.1 to 8.10.0

Pull Request - State: open - Opened by dependabot[bot] over 1 year ago
Labels: dependencies

#86 - Bump certifi from 2020.12.5 to 2022.12.7

Pull Request - State: open - Opened by dependabot[bot] almost 2 years ago
Labels: dependencies

#85 - Bump joblib from 1.0.1 to 1.2.0

Pull Request - State: open - Opened by dependabot[bot] about 2 years ago
Labels: dependencies

#84 - Bump nbconvert from 6.3.0 to 6.5.1

Pull Request - State: open - Opened by dependabot[bot] about 2 years ago
Labels: dependencies

#83 - Bump nbconvert from 6.0.7 to 6.3.0

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

#82 - Bump mistune from 0.8.4 to 2.0.3

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

#81 - Bump numpy from 1.21.0 to 1.22.0

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

#80 - Bump notebook from 6.4.1 to 6.4.12

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

#79 - Bump notebook from 6.4.1 to 6.4.10

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

#78 - Bump jupyter-server from 1.8.0 to 1.15.4

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

#77 - Bump numpy from 1.20.3 to 1.21.0

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

#76 - Bump ipython from 7.23.1 to 7.31.1

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

#75 - Bump notebook from 6.4.0 to 6.4.1

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

#74 - Bump jupyterlab from 3.0.16 to 3.0.17

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

#73 - Add local ope library as dev requirement

Pull Request - State: closed - Opened by econti about 3 years ago

#72 - Add bootstrapping to evaluation metrics

Pull Request - State: closed - Opened by econti about 3 years ago

#71 - Add option for bootstrapped confidence intervals around calculated rewards

Pull Request - State: closed - Opened by fergaljoconnor over 3 years ago - 4 comments

#70 - Support running OPE on batches

Issue - State: open - Opened by econti over 3 years ago
Labels: enhancement

#69 - Offline evaluation for slate recommendation

Issue - State: open - Opened by econti over 3 years ago
Labels: enhancement

#68 - Implement More Robust Doubly Robust Method

Issue - State: open - Opened by econti over 3 years ago
Labels: enhancement, good first issue

#67 - Confidence intervals on OPE estimates

Issue - State: closed - Opened by econti over 3 years ago - 6 comments
Labels: enhancement, good first issue

#66 - KeyError: avg_order_size, which in features_config, yet not integrated into X in processor.py, but used at Line 207?

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

#65 - Fix init issue

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

#64 - Minor fixes to predictor

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

#63 - Make data reader & training more generic

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

#62 - Various cleanups

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

#61 - Update pythonapp.yml

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

#60 - Mixture density networks

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

#59 - minor schema updates for backfill script

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

#58 - small doc + install fixes

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

#57 - bugfix: skip bad metrics instead of erroring

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

#56 - test initialization fields are synced

Pull Request - State: closed - Opened by jogly over 4 years ago - 1 comment

#55 - bugfix: map decisions variation to feedbacks variant

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

#54 - bump patch version

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

#53 - fix missing package dep and dev deps

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

#52 - Update reward backfill script

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

#51 - Auto add position feature during inference

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

#50 - migrate from v1 to v2 bigquery tables

Pull Request - State: closed - Opened by jogly over 4 years ago - 2 comments

#49 - use pipenv to manage environment

Pull Request - State: closed - Opened by jogly over 4 years ago - 3 comments

#48 - Events backfil script

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

#47 - Add ability to add auto feature selection in training

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

#46 - Flatten dense feature vectors of ID lists

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

#45 - Be more strict with data types & warn when they're wrong

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

#44 - Handle complexities of nested rewards that were ignored before

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

#43 - Flatten scores in predictor

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

#42 - Various fixes

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

#41 - Add support for sklearn predictors

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

#40 - Linear bandit + feature importance

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

#39 - Add basic data validation script to /scripts

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

#38 - Make predictor robust to various weird contexts

Pull Request - State: closed - Opened by econti over 4 years ago - 1 comment

#37 - Add small data trainers (GBDT, & RF) 1/2

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

#36 - Support binary rewards via. contextual bandit classifiers

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

#35 - Small fixes + better logging + better configs

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

#34 - Change schema for categorical & product set features

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

#33 - Create CONTRIBUTING.md

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

#32 - Add UCB bandit using MDNs (mixture density networks)

Issue - State: closed - Opened by econti over 4 years ago - 3 comments
Labels: enhancement

#31 - Change format of delayed reward to be more flexible + fix flaky tests

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

#30 - Add license

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

#29 - Fix Python version in docs

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

#28 - DIY quick start improvements

Pull Request - State: closed - Opened by cyrilou242 over 4 years ago - 2 comments

#27 - Bump banditml version

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

#26 - Add UCB exploration via. dropout

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

#25 - Update docs with new BanditPredictor

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

#24 - Export BanditPredictor as json + pytorch spec, not pickle

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

#23 - Slight clarification on decision/decision_id expected value

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

#22 - Introduce the concept of delayed rewards

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

#21 - Update fake data script under new table schemas

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

#20 - Small fixes

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

#19 - Upgrade predictor to return IDs & scores

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

#18 - Filter rewards table by experiment id

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

#17 - Small fixes

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

#16 - Get experiment config from banditapp

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

#15 - Pin dependencies

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

#14 - Add basic mean & mode imputation

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

#13 - Add ability to write trained models to s3

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

#12 - Package up banditml for inference portability

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

#11 - Basic docs + better configs

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

#10 - Support multiple ID list features (for decisions) and fix major bug

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

#9 - Add dense ID list features to BanditPredictor

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

#8 - Refactor preprocessing + add ID list features to BanditPredictor

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

#7 - Verify correctness for BanditPredictor

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

#6 - DRY out tests by adding test fixtures

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

#5 - Introduce BanditPredictor object for serving predictions in Python

Pull Request - State: closed - Opened by econti over 4 years ago - 1 comment

#4 - Handle dense ID list types and verify learning correctness

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

#3 - Validate embeddings work by adding tests + benchmarks

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

#2 - Create simple dataset for model testing

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

#1 - Add script to create simulated ecommerce data

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

GitHub / banditml/offline-policy-evaluation issues and pull requests