Tool tree
Explore NLP lessons through live calculations, trainable embeddings, and interactive visualizations.
Implementation
gradeNot graded
gradeNot graded
open_nlp_lessonAction
Navigate to one of the eight interactive course lessons.
View tool JSON
{
"name": "open_nlp_lesson",
"kind": "act",
"impl": "imperative",
"description": "Navigate to one of the eight interactive course lessons.",
"inputSchema": {
"type": "object",
"properties": {
"lesson": {
"type": "string",
"enum": [
"tokens",
"edit-distance",
"context-vectors",
"embeddings",
"ngrams",
"smoothing",
"perplexity",
"neural"
]
}
},
"required": [
"lesson"
],
"additionalProperties": false
}
}train_nlp_embeddingAction
Run 1 to 100 updates of the visible CBOW or skip-gram experiment and return its step and loss.
View tool JSON
{
"name": "train_nlp_embedding",
"kind": "act",
"impl": "imperative",
"description": "Run 1 to 100 updates of the visible CBOW or skip-gram experiment and return its step and loss.",
"inputSchema": {
"type": "object",
"properties": {
"steps": {
"type": "integer",
"minimum": 1,
"maximum": 100
}
},
"required": [
"steps"
],
"additionalProperties": false
}
}