[source] # Skip-Gram Skip-grams are a technique similar to n-grams, whereby n-grams are formed but in addition to allowing adjacent sequences of words, the next *k* words will be *skipped* forming n-grams of the new forward looking sequences. ## Parameters | # | Name | Default | Type | Description | |---|---|---|---|---| | 1 | n | 2 | int | The number of contiguous words to a single token. | | 2 | skip | 2 | int | The number of words to skip over to form new n-gram sequences. | ## Example ```php use Rubix\ML\Extractors\Tokenizers\SkipGram; $tokenizer = new SkipGram(2, 2); ```