JessicaWachtel

JessicaWachtel / gist:cc7c84c0a644f78d8ac6c12d0e0e6a17

Created November 28, 2025 16:05

	classifier = pipeline("zero-shot-classification")

	text_to_classify = "I love my new blender! It makes smoothies so smooth."
	candidate_labels = ["electronics", "kitchen appliance", "sports equipment", "furniture"]

	result3 = classifier(text_to_classify, candidate_labels)
	print(result3)

JessicaWachtel / gist:3c0e2fd786114409a8217bee7fea5050

Created November 28, 2025 15:42

	classifier = pipeline("sentiment-analysis")

	text = "I love sunny days."
	result = classifier(text)

	text2 = "I don't like the rain."
	result2 = classifier(text2)

	print("\n=== Sentiment Analysis ===")
	print(result)

JessicaWachtel / gist:b9337dd7fd09c1e648dc7fa88e202b3b

Created November 28, 2025 15:17

	generator = pipeline("text-generation", model="gpt2")

	prompt = "Explain how self-driving cars work in simple terms."
	result = generator(prompt, max_length=50, num_return_sequences=1)

	print("=== Text Generation ===")
	print(result[0]['generated_text'])

JessicaWachtel / gist:397d86eb716ed44c6eb50245929287f7

Created November 28, 2025 15:03

from transformers import pipeline

JessicaWachtel / gist:4baecf136d04c7bedca1ef02f907e1fe

Created November 28, 2025 14:57

	pip uninstall torch
	pip install torch --index-url https://download.pytorch.org/whl/cpu
	python3 -c "import numpy; print(numpy.__version__)"

JessicaWachtel / gist:a0104281404fd02b0d1936fc928e57fd

Created November 28, 2025 14:56

pip install "numpy<2"

JessicaWachtel / gist:5ab169a23511dbb76b1a57382d0ed86c

Created November 28, 2025 14:51

	pip install transformers torch
	pip install "numpy<2"

JessicaWachtel / gist:8bb15fb9da4f782177f3d471e307b8e7

Created November 21, 2025 17:07

node index.js

JessicaWachtel / gist:8e3edd2f5f37e4b395260ac01fcf6023

Created November 21, 2025 17:06

touch index.js

JessicaWachtel / gist:1689b7b19823aa4369c3a0f3e2ce36c1

Created November 21, 2025 17:01

	const nlpTools = require('natural');
	const wordStore = ['cat', 'dog', 'elephant', 'giraffe'];
	const typoChecker = new nlpTools.Spellcheck(wordStore);

	console.log(typoChecker.getCorrections('elephnt', 2));
	console.log(typoChecker.getCorrections('grffe', 2));