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...........724..........................247.................................735557.................................................9.................9..............................
.........73507..........................70631..............................264224557.............................................71017.............71017............................
......7455596............................3065547..........................35222222367...........................................762261.............162267...........................
....753149461............................794631457.......................5322222222467.........................................2511751.............1511152..........................
....33175549..............74..............55591126......................532222222222497.......................................33111267.............76411135.........................
...702112602..............907.............709411167....................79344222222243507.....................................3411146.................64111457.......................
...157111202.............3006.............704111133...................792594336033350245...................................762105335.................533501152......................
...6411122143417........765551........71434112111207..................4373671136111491167.................................7021202145.................5412011151.....................
..79111125532124347.....5435297....72332123554111151.................70212411146111241145.................................70111931154...............45113911132.....................
..43711111135554114341725135133714541123553211111145.................151745111361114511197................................701111551152.............251136111132.....................
..74521235556343554112583124748621125534355553212337.................331111111361111111151................................705333537134.............431135333392.....................
.....150542223562135546693432969455311563222230627...................621111111361111111134.................................53221711134.............431111122497.....................
.......7453222204111150463124046617112042223537......................021111111361111111145.................................70566111135771244634217753711166593......................
..........15544021111654024316530211119345517.......................7021111111361111111145..................................5340211295344222032244359211404497......................
............726011114046517113926571716947..........................7017111111361111111145...........................7777...794931165222222203222222561139453...7777................
..........77...725220655211111556842547...77.........................921111111367111111143.................77........7529....59312952222222203222222259213907...2347........77......
..........37......166411111111112502......76.........................541111111391111111732................407.1554...7529....7511652222222220322222222561162....2347...4551.7857....
.........787......792111143341111197......782........................431111116659411111761................097.2345...7529.....946522222222229322222222256497....2347...5432.7097....
.........607....72961113653436511150477...7007.....................7496111111032631111110617..............0917453677726407777738933355555555065555555333983777773532777635371097....
........4567.740645611364222226517552503177035..................729643021111103263111114043037............0953333358555555555560344422221111041112222444306555555555585333335097....
.......7616969155256156422222226615523915060151..............715545922931111104263111115525943547.........0941111120422222222259111111111235063411111111193222222222402111114007....
.......54165391652563942222222226555239155301297...........73604224342561111104263111120323322269527......772433422042222222225911111235532104245532111119322222222240224334217.....
......151155463652563622435534225555230393301134........7453223422222438111110426311113034222225424551..........714043655342223911117551111104111155111119322243556340477...........
......231165245052563055532245559556238642391145.......164222224355555563111103263111295555553442222255............149544459423911711551111104111155711119324663443641..............
......231769553342145211111111172531243355691145.......5535555555555534292112032631115524355555555555307...............7714693503422155111110411115512243053603277..................
......251162........73311111111357........701145.......596653421777.....25112032637126......771124566987....................772410355565334403443565533014277.......................
.......25267..........7331111457..........702337.......777...............6411042631167..............777.........................7042111122435344211712407...........................
........7207............753451............7837...........................157196593146.............................................712334211111112433217.............................
...........7..............71...............7.............................763335633355..................................................71233443417..................................
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Here I keep a record of things that I am currently investigating, have previously investigated and want to write a blog post about, or would like to explore in future:

topic last_update date_added resources
Interpretable predictive models 2021-12-14 2021-12-14 https://github.com/csinva/imodels
Survey of Contextual Multi-Armed Bandit Algorithms 2021-12-09 2021-11-11 https://arxiv.org/abs/1510.00757
Causal ML & Probabilistic Graphical Models 2021-12-08 2021-11-29 http://bayes.cs.ucla.edu/BOOK-2K/ch1-3.pdf; https://ermongroup.github.io/cs228-notes/; https://github.com/quantumblacklabs/causalnex; https://youtu.be/5JsFZbGqJzc
PyMC3 (Bayesian Hierarchical Modelling) 2021-11-29 2021-11-29 https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
Uniform Maniform Approximation & Projection (UMAP) 2021-11-20 2021-11-20 https://youtu.be/7pAVPjwBppo
Automatic Image Tagging using Multi-Label Classifiers 2021-11-18 2021-11-17 https://www.researchgate.net/publication/305334371_Automatic_tagging_and_retrieval_of_E-Commerce_products_based_on_visual_features
Feature Engineering using Evolutionary Algorithms 2021-11-16 2021-11-11 https://www.researchgate.net/publication/321238779_Automatic_Feature_Engineering_for_Regression_Models_with_Machine_Learning_an_Evolutionary_Computation_and_Statistics_Hybrid
Transformers & Self-Attention 2021-11-16 2021-11-16 https://arxiv.org/abs/1706.03762 , https://jalammar.github.io/illustrated-transformer/
Quantile Regression 2021-11-15 2021-11-15 https://www.youtube.com/watch?v=GpRuhE04lLs
AutoML 2021-11-15 2021-11-15 NA
Multi-Label Image Classification 2021-11-11 2021-11-11 https://arxiv.org/abs/2011.11197
Particle Swarm Optimisation 2021-11-11 2021-11-11 NA
Q-Learning 2021-11-11 2021-11-11 NA