Spiega documentation

Article: index

What spiega is about

Spiega: blog - documentation

Data science-engineering, modeling, theory Detailed project descriptions for [tech](a/spiega.html) and [business](a/spiega_business.html) users
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# [geomadi](../geomadi): geospatial analysis * 17-19] [graph creation](a/geomadi_graph.html) for routing applications * 17-19] [location intelligence](a/location.html) to enrich predictions * 17-19] [motorway stoppers](a/motorway.html) analysis on motorway traffic and capture rate * 17-19] [routing comparison](a/route.html) comparing routing solutions * 17-19] [triangulation of sensor data](a/triangulation.html) locate mobile users

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# [mallink](../antani): microservice based optimization engine * 19-20] [antani concept overview](a/antani_concept.html) * 19-20] [antani infrastructure design](a/antani_infra.html) * 19-20] [antani microservice integration](a/antani_integration.html) * 19-20] [antani kpi comparison](a/antani_kpi.html) * 19-20] [antani overview page](a/antani_overview.html) * 19-20] [mallink optimization engine](a/mallink_engine.html) * 19-20] [antani compared with routific](a/routific.html)

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# [albio](https://github.com/sabeiro/albio) [lernia](https://github.com/sabeiro/lernia): ML for signals * 15-20] [lernia feature selection](a/lernia_feature.html) * 15-20] [lernia library overview](a/lernia.html) * 15-20] [albio forecast with exogen variables](a/prediction.html) * 15-20] [time series forecast in production](a/series_prod.html) * 15-20] [lernia blind test on series forecast](a/blindtest.html)

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# ndoe: motion patterns * 17-20] [equations of motion](a/motion.html) * 17-20] [ride behaviour](a/ride.html) * 17-20] [mobility concepts](a/commercial.html) * 17-19] [capture rate for restaurants](a/restaurant.html) * 17-20] [activation potential](a/activation.html) * 17-20] [spatial utils](a/geo.html) * 20-21] [quality on telemetry](a/data_quality.html) * 20-21] [data types for telemetry](a/data_sets.html) * 20-21] [feature in telemetry](a/feature_relevance.html) * 20-21] [forecast anomalies](a/forecast.html) * 20-21] [prediction on telemetry](a/prediction_telemetry.html) * 20-21] [spatial](a/spatial.html)

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# lernia: features and training * 17-19] [convNet on time series](a/traffic_motorway.html) * 17-19] [sensor filtering](a/train_mapping.html) * 17-19] [skewness in predictions](a/train_reference.html) * 15-2?] [neural networks](a/neural_networks.html) overview * 15-2?] [machine_learning](a/neural_networks.html) models * 15-25] [AI in industry](a/ml_basics.html) 2025 update

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# [sawmill](../intertino): data arch and ops * 13-2?] [data platform basics](a/data_platform.html) example designs and principles * 13-2?] [data storage](a/data_storage.html) applications and principles * 14-2?] [data compliance](a/data_compliance.html) access, sensitive data, retention * 15-2?] [data modeling](a/data_modeling.html) concepts and applications * 15-2?] [security](a/security.html) practices and examples * 12-2?] [webserver and networking](a/webserver.html) for the web * 20-2?] [messaging system](a/messaging.html) for stream and IoT * 17-2?] [middleware](a/middleware.html) to protect and speed up external requests * 15-2?] [cloud providers](a/cloud_provider.html) impressions and experiences * 15-2?] [CI/CD](a/deployment.html) praxis and options * 06-2?] [test and checks](a/testing.html) types and necessity * 17-2?] [scheduling jobs](a/scheduler.html) monitor and plan batch processes * 15-2?] [log processing](a/logs_proc.html) from web, Iot, applications * 06-2?] [UI and data visualization](a/data_viz.html) for the business

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# development: front/back end - native * 06-2?] [programming_praxis](a/praxis.html) common practices * 06-13] [c++](a/cplusplus.html) simulations, native visual applications, openGL * 13-2?] [python](a/python.html) data exploration, visualization, ETL * 05-17] [R](a/R.html) data exploration, visualization, ETL * 22-2?] [go](a/go.html) middelware to interact with relational databases * 06-2?] [SQL](a/sql.html) manage databases, create tables, join, format * 13-2?] [app](a/app.html) native, angular, react, nodejs, cordova * 06-2?] [websites](a/websites.html) html5, css, bootstrap * 06-2?] [javascript](a/javascript.html) bot, d3.js, maps * 17-20] [spark](a/spark.html) batch processing of logs

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# [generative](../viaggi/p/ai_gen.html) ai * 19-2?] [painting with ML](a/generative.html) * 17-2?] [text generation](a/text_gen.html) * 04-2?] [music composition](a/music_composition.html) * 23-2?] [agent naming environment](a/agent_naming.html) * 11-12] [redundancy in natural images](../Fiziko/NaturalImages.pdf)

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# [intertino](../intertino): marketing, sales, retention * 13-17] [offer segmentation](a/offer_segmentation.html) * 20-23] [agent compensation](a/agent_compensation.html) * 20-23] [lagged metrics](a/lagged_metrics.html) * 20-23] [customer lifetime value](a/customer_lifetime.html) * 14-23] [contact channels](a/contact_channel.html) main and control metrics

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# assessments and applications * 19] [scooter movement](../talk/assessment/scooter/) * 20] [auto sensors](../talk/assessment/auto/) * 19] [shared bike usage](../talk/assessment/bike/) * 17] [ufo sightnings](../talk/assessment/ufo/) * 2?] [weather prediction](../talk/assessment/weather/)

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# science and theory * 09-13] [PhD defense: membrane inclusion objects](../Fiziko/Defense.pdf) * 09-13] [PhD thesis: membrane inclusion objects](../Fiziko/phd_thesis.pdf) * 08-09] [master defense: nanoparticle stability](../Fiziko/master_defense.pdf) * 08-09] [master thesis: nanoparticle stability](../Fiziko/master_thesis.pdf) * 05-06] [bachelor defense: ion diffusion in lattice](../Fiziko/bachelor_defense.pdf) * 05-06] [bachelor thesis: ion diffusion in lattice](../Fiziko/bacholor_thesis.pdf) * 11-11] [Fokker-Plank and master equations](../Fiziko/FokkerPlank.pdf) * 07-07] [Teorema della fluttuazione: traiettorie a entropia negativa](../Fiziko/Fluttuazione.pdf) * 02-09] [Fizikaj Eroj: klassika kaj kvuantuma mekaniko](../Fiziko/Fiziko.pdf) * 13-13] [Lezioni di informatica](../Fiziko/LezioniInf/PresBase.pdf) * 12-12] [Paper: Influenza Fusion](http://www.plosone.org/article/info\%3Adoi\%2F10.1371\%2Fjournal.pone.0038302) * 12-12] [Paper: String method](ttp://journals.aps.org/prl/abstract/10.1103/PhysRevLett.108.228103) * 12-12] [Paper: Pore formation](http://www.sciencedirect.com/science/article/pii/S0009308414001017)

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# algorithm * 11-12] [configurational bias](a/monte_carlo.html) * 06-12] [Monte Carlo and molecular dynamics](doc_allink/)

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# [viudì](../viudi): music theory * 13] [entropy in music](a/music_entropy.html) * 23] [music chart valuation](a/music_evaluation.html) * 06] [music composition](a/music_composition.html)

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# [viudì](../viudi): embedded * 18-2?] [coiler](a/coiler.html) coiler for pickups and sustainers * 21-2?] [synth](a/synth.html) collection of synths for cheap microdevices * 21-2?] [dsp](a/dsp.html) dsp and effects * 15-17] [McAmp](a/mc_amp.html) mechanical amplifier * 15-17] [no-key-board](a/no_key_board.html) keyboard with no keys (touch surface) * 22-2?] [midi-hub](a/midi_hub.html) midi router * 22-2?] [midi player](a/midi_player.html) M5stack midi player * 97-2?] [audio mixer](a/audio_mixer.html) with op amps * 19-2?] [piezo buffer](a/piezo_buffer.html) for impedance match and noise cleaning * 13-15] [creative coding](a/creative_coding) openCV, openFrameworks, processing