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A recommender system, or a recommendation system (sometimes replacing 'system' with a synonym such as platform or engine), is a subclass of information filtering system that seeks to predict the "rating" or "preference" a user would give to an item.Recommender systems are used in a variety of areas, with commonly recognised examples taking the form of playlist generators for video and music services, product recommenders for online stores, or content recommenders for social media platforms and open web content recommenders. These systems can operate using a single input, like music, or multiple inputs within and across platforms like news, books, and search queries. There are also popular recommender systems for specific topics like restaurants and online dating. Recommender systems have also been developed to explore research articles and experts, collaborators, and financial services.

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  1. P

    Recommend a new gas boiler

    I have a micromat EC31 system gas boiler (30kW heating 36kW DHW) and spares are getting scarce, boilers not manufactured any more. The existing boiler is weather compensated, separate Ch and DHW circuits within the boiler (so new boiler would require a diverter valve) and the DHW (200l Gemini...
  2. Inverness

    Recommend Kane 504 suggestions

    any suggestion for a Kane 504 ? I want it for oil and gas boilers. It's £65 every year for cailabration.
  3. Last Plumber

    Lazer Measures. Which one do you recommend?

    If you have one of these, which one did you buy and was it worth it?
  4. J

    DHW secondary return pump - which do you recommend?

    What is/are the best bronze/stainless steel DHW secondary return pump's on the market for largish domestic applications?
  5. K

    Which boiler would you recommend?

    Our old baxi boiler has broken down and can no longer be repaired, we have had a gas engineer out to quote us on a new boiler. I know nothing about boilers and just want a good one to supply us with Heating and hot water, I don't need anything fancy. These are the 3 boilers he quoted us...
  6. SavageW

    Anyone recommend companies to work for

    Anyone suggest some “fairly” decent companies to work for in South East.Mainly done breakdowns an servicing,got experience on installation aswell.Would love to try go my own way but got young family an not the capital to put together my own gear,so do need the regular wage.Any advice appreciated!
  7. thandroids

    What do you recommend for bath waste kit?

    Hey guys, what type of bath waste/overflow kit has been the best for you, in terms of reliability and quality. The classic or the push button kind, are there brands to avoid and brands to use? I rather advice from the pros than reviews on sites and are mostly fake these days. Any help is...
  8. O

    What controler would you recommend

    hi lads, A customer of mine is asked me what would be the best controler for a vaillant 837, 4 zone ufh , hot water cylinder? He wanted initially Hive, but Hive does only 2 on an app but would be capable of doing up to 5 zones. However, he just asked me for another controler which he...
  9. G

    What sealant do you recommend?

    Hi. I work in a care home and the sprinkler system tank is leaking from a weld in the tank. What sealant do you recommend using on a permanently wet surface, with the tank still filled with water? Thank you in advance.
  10. D

    What central heating pump do I need

    Hello, i need to replace the central heating pump on my boiler, but I cannot find a replacement when I search online. Wilo RS 25/6-3 article number 4521910 could someone recommend a replacement that I can purchase. I can't find the same Wilo? thank you so much Derek
  11. R

    Would you REALLY always recommend running UFH constantly?

    Been adding UnderFloor Heating to my own house and it's running provisionally. Controls yet to be wired. Can't think of ideal system but this is the best I can think of myself: Since the UFH is auxiliary to a radiator (theoretically not enough output from UFH to hold its own in cold weather)...
  12. Eyespy999

    copper pipe clips what do you recommend for 22mm

    Morning all. I am running some 22mm copper later today, I normally use Talon clips from screw fix, as you can add on spacer blocks for the gap, what other plastic clips do you uses, recommend? I have some munsen rings for an outside run. Thanks in advance!
  13. W

    Can someone recommend a good tool rucksack?

    Something sturdy, reliable, comfy.. Under £100-£150 preferably. Thanks
  14. 1

    Which size boiler would people recommend?

    I have a real dose of bogology on the horizon and have to first fix and install 3 en-suites (with showers), 1 bathroom (with a bath), 14 radiators, 4 towel radiators and a gas cooker along with a combi boiler - which size boiler would you experts recommend? I've never installed such a big...
  15. R

    Recommend me a boiler insurance

    I am wondering can I survive on this forum asking such a tragic question :) In an ideal world I would like to get the plumber or boiler guy out to repair my goods but @ £75-100 per hour its not something I can afford really especially having had several problems in the last year alone with...
  16. J

    Walk-in Bath supllier??? Anyone recommend a company??

    Hi, I was wondering if anyone can recommend a walk-in bath supplier for people with disabilities? I've come across a few suppliers, noticeably - Access Walk-In Baths -Has anyone used them before or can they recommend anyone else? John
  17. D

    Recommend me a boiler and unvented cyl?

    Hello all, Property has 7 bedrooms, circa 20 radiators (5 of these will be towel rads), 1 electric shower, 4 gas showers, 1 bath. I am looking for a new system boiler and unvented cylinder. Ideally, I'd like wifi control and zones. What are your recommendations?
  18. L

    What 40kw Boiler would you recommend?

    Hi Everyone I was hoping for some advice/recommendations. I have a large 4 bedroomed bungalow, with 3 bathrooms and a cloakroom. I am finally ripping out the rubbish Ferroli boiler that was recommended to us and want to make sure I don't make the same mistake again. I thought our best bet...
  19. S

    Recommend a decent pipe bender for occasional DIY use?

    I can see plumbing becoming part of my DIY 'diet' in the next few years, so I've been looking at garnering a few tools together - one of which is a pipe bender. One for 15 and 22mm will do just fine. The options seem to be: A brand-new Hilmor or Record 'professional' type, A second-hand...
  20. A

    Recommend an alternative to BG Homecare?

    Those of you who read or contributed to my last thread will know the reason why. Google brings up HomeServe but that's about it.
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