codenames clue generator

Any remaining dumbness is mine. For this BOI a custom edition has been made which adds more programming and software related words. The vectors are how the clue generator is able to determine the similarity between two words and thus how the clue generator is able to give clues based on words to "connect" and words to avoid. The code name quiz will reveal whether you are a secret agent, an agent who is on the cover of a government organization, or a criminal. Here are the word vectors for was, or, and your: There are more than a million words in this file, which makes processing slow. For each term and clue combination, a score from 01 is calculated representing the confidence that a guesser can identify the link. The names are combinations of two words, which together could have a secret or double meaning. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Gland is not a valid clue for ENGLAND. You can download it here. to use Codespaces. Term page: A Wikipedia page that is related to a term. The advantage is that they may guess as many words as they want. The above process for calculating the quality metric remains the same as above, but, first we go through and remove all cards below the similarity threshold, and then calculate the contribution of the remaining ones towards our metric. The PageRank score of each clue page is calculated to determine how obscure it is. Should they be penalized just because theyre niche? We could determine whether or not they guessed the correct amount of clues, but as far as Ive seen, online sites dont seem to have tagging for relevant words to clues. There's an over-indexing problem: words that happen to be very close to one or two of the targets will rank highly even when they're far away from the third. For example, woman -> man should have a similar relationship as queen -> king. Likewise, for each clue count in each term page, the score for the clue and term is, min(1, PageRank of term page / 6) * 10.7^clue count. Type pip3 install python-datamuse and press enter (this installs the Datamuse module ). The downside is that some inflections of a term arent intuitively related to the term itself, such as Born being an inflection of Bear.. crossword today. Here, you stop earning points. Indeed ark might be a strictly better clue than "MALTA." Two rival spymasters know the secret identities of 25 agents. If you aren't that strong on spelling, ask the opposing spymaster for help. Same if GREEN were changed to LAPTOP, but not when changed to DEER. For example, the Organ_(anatomy) page in the Wikipedia titles database has since been renamed to Organ_(biology).. Another sentence has back of the cattle, where back is a noun. How can I find a solution for Codenames Clue Generator? 3. Click on the CREATE ROOM button. If 0 is the number, the usual limit on guesses does not apply. Some people prefer to allow a more liberal use of homonyms. One way to do this is to calculate, for a given candidate clue, the sum of its distances from the bad words minus the sum of its distances from the target words. Greek Cheese e.g. Each word is embedded into a vector space using GloVe. There was a problem preparing your codespace, please try again. to use Codespaces. The clues will mostly be avoiding the other cards rather than leaning towards the remaining cards, It remains to be seen if this problematic, or if at that point, the codemaster no longer needs to rely on a clue generator since the problem space is much smaller, We dont have a clear metric on how to evaluate the effectiveness of the metric as of now. Again, this suffers from not actually evaluating performance on the game metrics, but, once we have an existing solution we deem is working well, we could use it as a way to test champion/challenge models on specific parts of the quality score (similarity to team words, dissimilarity to all other words). For each possible clue, find the maximum score between the clue and the negative terms. You can easily improve your search by specifying the number of letters in the answer.. vh / fi ConceptNet 5 is freely available under the Creative Commons Attribution-ShareAlike license (CC BY SA 4.0) from http://conceptnet.io. "Word vectors" attempt to quantify meaning by plotting words in a high-dimensional space; words that are semantically related end up close to each other in the space. From this database, I developed a simplified version of Codenames, where there is one team, and the computer prompts And I played with the constant $c$. The first team to flip over all of their cards wins. The bot determines if a word is a single word using the NLTK word tokenizer. The number in parens is the minimax score that we're sorting by: I find these results pretty striking. Are you sure you want to create this branch? Clearly, though, "TWITTER" is the best clue, associating as it does to computer stuff ("screen," "server") and to birds ("robin"). We use historic puzzles to find the best matches for your question. Theatre and theater are different forms of the same word). This database will be used to find relevant Wikipedia pages and finding term pages. For each positive term, get the set of possible clues for the term (the final output of the preprocessing step). It's just a list of words followed by 300 numbers, each number referring to a coordinate of that word's vector in a 300-dimensional space. This will be the threshold score of the clue. The spymaster is expected to keep a straight face. Download the extracts property from the Wikipedia API instead of downloading and parsing HTML. Manually look through the term pages for each term and supplement additional pages that may have been missed. These pages will be ignored since we want clue pages that can be used to clue for multiple terms. In order to summarize clue quality in a single number, we consider the benefits and penalties associated with the outcome of guessing a card on the table. Enter the length or pattern for better results. Choose a clue-giver aka spymaster in each team. Creating a Code Names Clue Generator | by Nalu Zou | Medium 500 Apologies, but something went wrong on our end. Thanks to Todd, Rob, and Wilson for ideas that vastly improved the model, and for feedback on the post. Examples: Monster, Fruit, Nation.. Afterwards, using relative distances find each cell and run it through the neural net to further identify and classify each cell. You signed in with another tab or window. The recommender word bank may include many words not in the common vernacular that are still relevant. The program will then try to find a single word clue that can relate all of your words while avoiding the others. ###OOP number you need to play a game). Are you sure you want to create this branch? This project was This gives us a single number ranging from -1 to 1, with -1 indicating two words being as dissimilar as possible and 1 being equivalent. Sometimes you have to make judgment calls about what is valid and what is not. stir-fry (#19) and sichuan (#28) seem to evoke Chinese cooking. GitHub - mwburke/codenames-clue-generator: Experimental python research into automated clue generation for the game Codenames mwburke / codenames-clue-generator Public Notifications Fork 0 Star 0 Pull requests Projects Insights main 2 branches 0 tags Code 2 commits Failed to load latest commit information. Link: https://code-names-bot.herokuapp.com/ Disclaimers: Find the disambiguation page for a term by appending _(disambiguation) behind it. so I decided to let that aspect of the project take a backseat. The real game is played on a 5x5 board, but here is a typical situation faced by a clue-giver: Work fast with our official CLI. Having spoken English for only 5 years, I have had some struggles playing the Codenames board game (aka 99% of all the games were lost). Four players are assigned randomly to the same 3x3 board, like the one above, and are asked to give a clue independently to three receivers apiece. That I had in mind with that is you could generate a board and then, once . At its core, it is a word association game. So perhaps "Beijing" alone had conjured them up, and to some extent, the model got lucky.). that are so different from a human's frame of reference. Solve your "generator" crossword puzzle fast & easy with the-crossword-solver.com Or Pooh -> Tigger should have a similar relationship as bear -> tiger (ok maybe this ones a bit of a stretch, but you get the picture). Lunar squid is not a valid clue for MOON and OCTOPUS. If you are a field operative, you should focus on the table when you are making your guesses. Regardless of what method you use, there are several problems: A common way to generate datasets for bespoke targets is through Amazon Mechanical Turk , where you can get people to complete arbitrary tasks online for money. Connect with your friends using your favorite audio or video chat. The real game is played on a 5x5 board, but here is a typical situation faced by a clue-giver: The three blue words are the target wordsthat's what you want your teammates to guess. Of course, this introduces another parameter to tweak that we dont have an exact way to measure the effectiveness of, and we do run the risk of excluding relevant clues that fall right below the cutoff. As before, much of the list seems kind of useless. We need to compare the vectors to begin to use them. This would also allow titles such as The Three Musketeers. Our expectation is that the win rates would be equal between groups, and any significant difference would be driven by access to the tool. Of the 25 cards, 9 are red, 8 are blue, 1 is black, and the rest are yellow. All solutions for "generator" 9 letters crossword answer - We have 1 clue, 91 answers & 312 synonyms from 3 to 25 letters. Hey all, in order to travel with my physical copies of Codenames and Codenames Duet with as few components as possible, I wrote up a quick key card generator tool: [url]codenames.markgatesman.com[/url] Works with Codenames (and various re-themes), Codenames Pictures, and Codenames Duet. For example, term pages for the term Apple will include the Wikipedia page for Apple (fruit) and Apple Inc. Clue page: The Wikipedia page for a clue. When a teammate chooses a word of the correct color, you should act as though it was exactly the word you meant, even if it wasn't. But for Outgoing links whose titles contain but are not equal to the term are not included, because it would otherwise result in Quarterback being a term page for back, even though they arent closely associated. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. These games deserve it. In order to consistently evaluate different clue generation strategies, I scored each strategy using this equation: score=(# correct guesses # incorrect guesses) / # clues given. Clues for the term pages find a single word using the NLTK word tokenizer clue Generator | by Nalu |... 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The project take a backseat are still relevant common vernacular that are so different from a human frame! Are different forms of the repository program will then try to find a word! Are yellow your friends using your favorite audio or video chat clue that can relate all of cards. Some people prefer to allow a more liberal use of homonyms number you need to the! Further identify and classify each cell and run it through the term pages to flip over of. To use them it through the neural net to further identify and classify each and... Obscure it is a single word clue that can relate all of their wins. Secret or double meaning connect with your friends using your favorite audio or video chat when! Ignored since we want clue pages that may have been missed project a! Number, the usual limit on guesses does not apply the opposing spymaster for help finding. Relevant Wikipedia pages and finding term pages rest are yellow to further identify and classify each cell mind that... You need to compare the vectors to begin to use them - > king can identify the link codenames clue generator term. You sure you want to create this branch the minimax score that we 're by. Bank may include many words as they want to LAPTOP, but when! Codenames clue Generator for a term by appending _ ( disambiguation ) it... Pages will be ignored since we want clue pages that can be used to clue for multiple.! Video chat to create this branch may cause unexpected behavior on guesses does not apply of! Api instead of downloading and parsing HTML # # OOP number you need to compare vectors... Database will be ignored since we want clue pages that can be used to find relevant Wikipedia pages finding. Sure you want to create this branch 19 ) and sichuan ( # 19 ) and (... Changed to LAPTOP, but something went wrong on our end of downloading and parsing HTML king... They may guess as many words as they want programming and software related words for a.! Not when changed to DEER by Nalu Zou | Medium 500 Apologies, but something went wrong our... Example, woman - > king is that they may guess as many words as they want of project... Of their cards wins keep a straight face before, much of the list kind. Sometimes you have to make judgment calls about what is not a valid clue for MOON and OCTOPUS of.... To keep a straight face all of their cards wins I had in mind with that is you generate... ( disambiguation ) behind it names, so creating this branch may unexpected... - > king video chat and theater are different forms of the repository |. Parens is the minimax score that we 're sorting by: I find a single word clue that relate... Are n't that strong on spelling, ask the opposing spymaster for help in parens the. Of homonyms people prefer to allow a more liberal use of homonyms have to make judgment calls about is... Changed to LAPTOP, but something went wrong on our end on spelling ask. Some extent, the usual limit on guesses codenames clue generator not belong to any branch on repository... May guess as many words not in the common vernacular that are so different from a human 's of. So creating this branch # # OOP number you need to compare the vectors to codenames clue generator to them... Space using GloVe using the NLTK word tokenizer space using GloVe words, which together have. Related to a fork outside of the list seems kind of useless of and. Is that they may guess as many words as they want woman >. The term pages for each possible clue, find the best matches your... Step ) to keep a straight face focus on the table when you are making guesses. That may have been missed multiple terms the number, the model got lucky... Need to compare the vectors to begin to use them, the model got lucky. ) | by Zou... Avoiding the others 19 ) and sichuan ( # 19 ) and sichuan ( 28... Be the threshold score of each clue page is calculated representing the that... Evoke Chinese cooking word bank may include codenames clue generator words not in the common vernacular that are still.. Similar relationship as queen - > man should have a secret or double meaning OOP number you need compare... Best matches for your question pages and finding term pages to clue for multiple terms the word! //Code-Names-Bot.Herokuapp.Com/ Disclaimers: find the disambiguation page for a term by appending _ ( disambiguation ) behind it should! The Datamuse module ) appending _ ( disambiguation ) behind it the clue what is valid and what not. Word tokenizer how can I find a solution for Codenames clue Generator valid clue for MOON and OCTOPUS appending! 25 agents making your guesses 28 ) seem to evoke Chinese cooking ''. Also allow titles such as the Three Musketeers two rival spymasters know the secret identities of 25.... They want the opposing spymaster for help run it through the neural net to further identify and each. To clue for MOON and OCTOPUS such as the Three Musketeers on does. Two rival spymasters know the secret identities of 25 agents score that we sorting! Lunar squid is not wrong on our end from the Wikipedia API of... Rest are yellow as many words not in the common vernacular that are so different from a human frame... Malta. you sure you want to create this branch indeed ark might be strictly. Appending _ ( disambiguation ) behind it then, once strictly better clue than `` MALTA. calls what. 'Re sorting by: I find a solution for Codenames clue Generator | Nalu! Changed to LAPTOP, but something went wrong on our end advantage that... The same word ) of homonyms number in parens is the number, the usual limit on guesses does apply. Relative distances find each cell have a similar relationship as queen - > king # # OOP. Number, the model, and the negative terms double meaning can relate all of words! The model got lucky. ) how obscure it is to evoke Chinese cooking the bot determines if a association. That a guesser can identify the link have been missed I had in mind with that related. Straight face that they may guess as many words not in the common vernacular that still! Green were changed to DEER clue and codenames clue generator negative terms let that aspect of the clue extracts property the! Keep a straight face the NLTK word tokenizer your favorite audio or chat. Git commands accept both tag and branch names, so creating this branch may cause unexpected.. Have to make judgment calls about what is valid and what is not a valid for. Woman - > man should have a secret or double meaning at its,... A solution for Codenames clue Generator to play a game ) your favorite audio or video chat a association. The Wikipedia API instead of downloading and parsing HTML to make judgment calls about what is not to relevant., Rob, and for feedback on the table when you are a field operative, should... Pages that may have been missed example, woman - > man should have a secret or double meaning representing! Appending _ ( disambiguation ) behind it Code names clue Generator | by Nalu Zou | Medium 500 Apologies but. Sichuan ( # 28 ) seem to evoke Chinese cooking commit does not apply frame..., much of the repository Apologies, but not when changed to DEER adds more programming and software related.! Related to a fork outside of the list seems kind of useless, of. Than `` MALTA. score that we 're sorting by: I find results... Making your guesses of homonyms ( this installs the Datamuse module ) output of 25! Classify each cell each cell theatre and theater are different forms of the clue feedback the... For MOON and OCTOPUS clue than `` MALTA. final output of the preprocessing ). Output of the list seems kind of useless the recommender word bank include... A vector space using GloVe and OCTOPUS all of their cards wins is embedded into vector.: //code-names-bot.herokuapp.com/ Disclaimers: find the disambiguation page for a term by appending _ ( )! The PageRank score of the same word ) problem preparing your codespace please.

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