Commit Graph

95 Commits

Author SHA1 Message Date
72877439ca feat: contaminator and training 2026-01-31 09:48:20 +01:00
0f5f8affab chore: make lib backwards compatible 2026-01-31 09:48:20 +01:00
ee70f02a1f chore: export repeated methods into lib 2026-01-31 09:48:20 +01:00
22a2c255bd chore: remove boilerplate 2026-01-31 09:48:20 +01:00
ccc19f3493 acapting some architectures 2026-01-31 09:48:20 +01:00
00e3eff2fa migrating weak learning 2026-01-31 09:48:20 +01:00
440371dba4 feat: initial feature engineering of trajectories 2026-01-31 09:48:20 +01:00
b05b510f70 strong dataset gathering 2026-01-31 09:48:20 +01:00
04907df393 feat: weak train scaffold 2026-01-31 09:48:20 +01:00
b2f0746c01 chore: extra commenting 2026-01-31 09:48:20 +01:00
7b2d80ac4c feat: wip contaminator 2026-01-31 09:48:20 +01:00
0ce12fbc3b chore: ignores 2026-01-31 09:48:17 +01:00
e9cf5f0736 refactor models computations 2026-01-31 09:46:44 +01:00
82b54428b7 chore: refactor the loader class 2026-01-31 09:46:44 +01:00
87a35fad2c feat: joint loader 2026-01-31 09:46:44 +01:00
af23d2f736 feat: introduction of agentinc MDPs and KL divergence of > 2 2026-01-31 09:46:44 +01:00
9cb2b0fc44 feat: forgot airflow helper staging 2026-01-31 09:46:44 +01:00
7c330a19c6 feat: added a runner script for agent orchestration 2026-01-31 09:46:44 +01:00
Daniel Alves Rösel
eb95060380 Pre run web refactors (#43)
* chore: refactor date utilities

* feat: improve images of hotel rooms

* fix: adding date utils
2026-01-31 09:46:44 +01:00
61dd621532 chore: styling and title updates 2026-01-31 09:46:44 +01:00
4c368d48f2 chore: fixing visual bugs in cart 2026-01-31 09:46:44 +01:00
3c141a4b6c chore: better test consistency before agnet 2026-01-31 09:46:44 +01:00
e89cb263d4 planning 2026-01-31 09:46:44 +01:00
62a4008c29 feat: integration of pipeline hooks into testing 2026-01-31 09:46:44 +01:00
8b429b7a8e chore: refactor to better map end to end 2026-01-31 09:46:44 +01:00
f9bf3de71e pdf rendering 2026-01-31 09:46:44 +01:00
131323ef56 featuer: dot exporter 2026-01-31 09:46:44 +01:00
ec4cf074e6 feature: MDP behavior mappers (unlinked) 2026-01-31 09:46:44 +01:00
6a06a8af4a simple code cleanup 2026-01-31 09:46:44 +01:00
3fa98f375d refactor to align moer with research in the env sims 2026-01-31 09:46:44 +01:00
201c98bcac improved implementation 2026-01-31 09:46:44 +01:00
8a08458478 formlating the reward simply 2026-01-31 09:46:44 +01:00
7d09232e48 high level defintion 2026-01-31 09:46:44 +01:00
20132c084c initial environemnt definitions 2026-01-31 09:46:41 +01:00
Daniel Alves Rösel
a9d73ccce5 Paper first fillout (#39)
* initial environemnt definitions

* high level defintion

* formlating the reward simply

* improved implementation

* tailored docker compose image for secondary tenaordboard

* preliminary desriptions and babble

* details on formulation and defintion of agent and its loop

* typos one

* more grammar issues

* fluidity improvements and refactors

* more decluttering and dnoising

* finalizing introduction review

* some methodology

* somehow this disappeared

* bit more of this and that

* methodology of how we do architectuer and online DP

* fix: compilation

* expanding on the taxonomy and economic references

* authoer notes

* acks + google GCP

* making space w new format nada lit review

* stronger lit review and more sources

* forgot about tables and graphs

* dedupe citations

* adding cloudflare

* fixing env vars

* updating docs with url

* upating embed

* fixing the url

* paper badge

* formaliztaion of rewards and adding definitions

* noisy formulations

* connecting some more dots here

* adding significant weight in prices

* fixing error

* fixing typos and consistency

* extra math formulations and refferenceot DRO

* fixing diagram of loops

* github mindmap

* fixing erro and thiknig about big picture

* enhancing the website

* goals methodology and gitignore

* some more references and theory links

* talking about some wtp

* feature: added wordcounter

* forcing latex builds and fixining the bib #

* refactor: update Cost of Information equations and notation for clarity

* some more math and refactors

* refactor: unify notation and improve clarity in COI equations

* refactor: generalize master function for demand estimation and pricing strategies

* we dont like math but we have to do it :(

* refactor: enhance Cost of Information framework with additional context and illustration

* refactor: enhance literature review and methodology sections with economic theory insights and system architecture details

* alining format to fit the rubric

* refactoring bibliography

* fix: align

* mdp additionally

* trying different title

* adding balance figure

* agentic givergence, finally

* fix: figure fonts adjusted to match
2026-01-13 17:07:29 +01:00
Daniel Alves Rösel
221e71a503 E2e testing of pricing (#42)
* a simp0le scaffold

* feature: simple npm setup

* feature: testing setup and dummy scenarios

* chore: dumping kafak just via backend

* chore: dcleaning gitignore

* features: boilerplate fixtures and stuff

* test: extra tests

* chore: update the test suite to be callable via makefile

* chore: cleaning

* chore: updating interactions setup

* small cleaning

* chore: cleaning shitty code
2026-01-12 11:02:18 +01:00
Daniel Alves Rösel
f2271e368e 34 initial discriminator of interaction data (#38)
* feat: training pipeline + tensorboard

* tesnorboard forgot

* chore: ml basic boilerplate

* feat: naive architecture as start

* eval setup

* chore: parquet exporting of data

* chore: updating requirements necesary

* feat: separating modules and adding training logs paths

* Update experiments/ml/train.py

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* fix: new path for runs

* fix: undoing ai slop code

* chore: modules and reqs

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-14 18:58:42 +01:00
Daniel Alves Rösel
a1916c966c 32 refine data pipeline training data construction (#37)
* feature: modularized feature engineering for ml setup (new pipeline)

* chore: updating imports properly

* test: updating fixtures with ua and meta

* chore: migrating code ignore groups

* chore: syntax cleaning and code quality

* chore: fixing pipeline data compatability

* Update experiments/procesing/steps/session.py

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* chore: refactoring and dixing path joining

* chore: refactoring function definition to avoid reinit

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-12 12:15:15 +01:00
Daniel Alves Rösel
a2a443c027 Update README with project badges and links
Added badges for build status, TPU support, and Vercel deployments.
2025-12-12 10:21:11 +01:00
Daniel Alves Rösel
ef98141ca8 Catchup airline (#31)
* chore: update provider and pricing snitch with agnostic system

* cloning pipelines per mode instance

* updating airline hero section

* fix: must keep airflow secretkey

* fix: fixture update to hotel not shop

* chore: refactored to factory design pattern of pipelines

* chore: clean up definition of composite class of providers
2025-12-11 21:56:12 +01:00
d45b344264 fixing public routing for store modes 2025-12-08 15:00:37 +01:00
a0b956b242 chore: rewriting airflow for railway 2025-12-06 18:04:18 +01:00
Daniel Alves Rösel
8751583764 Improving interface after experiment01 (#30)
* fix: fixes of backwords

* fixing hotel information with image placeholders

* chore: clean up product display in hotel and cleaner interfacing

* adding loader with historical data loading

* feature: cleaning up pipeline

* chore: simple surge pricer

* created new pricing pipeline

* adding a checkout page to both sites

* fix: fixing stale pacakge

* test: we wont be using elasticity anymore so its okay

* chore: cleaning elasticity references

* chore: store sting

* feature: e2e intro pipline surge pricing

* fix: CVE vulnerability patching
2025-12-06 17:47:14 +01:00
59d4fb7891 fix: unified provider container for standalone 2025-12-04 17:03:39 +01:00
7c2a819122 removing module provider summoning for provider 2025-12-04 16:19:26 +01:00
5941ffd085 small provider updates 2025-12-04 16:07:18 +01:00
955102090d feat: introduced cumulative features step for state definition 2025-11-29 22:28:40 +01:00
d654bbf4b4 static price reading 2025-11-29 20:13:38 +01:00
Daniel Alves Rösel
ad9423bf59 Airflow addition (#28)
* introducing airflow to run pipeline

* chore: updating dag with upload to registry

* introducing complete provider (non refactored and noisy)

* chore: removing old shit

* generic pricing baselines

* feature: super simple model registry (to be updated maybe third party OS software)

* chore: refactoring the providers docker config and requirements

* chore: refactored and broke down components (braking

* exporting all

* local pipeline excution working

* fix: fixing import structures from nonrelativistic

* chore: enables cross comm pickling with fully e2e pipeline compilation

* docs: what the pipeline is like now

* pipelines local running and pipeline high level definition

* cleaning old pipeline and vectorization

* leaked but fixing, not so important

* test: started with pipeline step testing

* chore: cleaning up provider of prices

* test: extra tests wit hsemantic meaning checks

* migrating pricers

* feature: introducing pricing predictors (pricers)

* chore: e2e is done with new pipeline

* extra session feature extraction

* feature: experiemntal sessin pricer and metrics(vibe)

* chore: redefined and connected pricers (#29)
2025-11-29 17:50:16 +01:00
Daniel Alves Rösel
2a0e44ab24 Add image and update links in README.md 2025-11-29 14:19:22 +01:00