maaxap

## metrics_heatmap.py
"""
A code snippet to generate and save in SVG format a heatmap of model vs. dataset metrics.
"""


import pandas as pd
import numpy as np

import matplotlib.pyplot as plt
import seaborn as sns

## async_langchain_example.py
"""
A demo script utilizing async `langchain` capabilities to interact with OpenAI's model.
https://python.langchain.com/v0.1/docs/expression_language/interface/
"""

import asyncio
import json
import time

from langchain_openai import ChatOpenAI

## jupyter_notebook_json_renderer.py
"""
A simple JSON renderer for Jupyter Notebooks
Source: https://stackoverflow.com/a/37124230
"""


import json
from IPython.display import display_javascript, display_html
	"""
	A code snippet to generate and save in SVG format a heatmap of model vs. dataset metrics.
	"""


	import pandas as pd
	import numpy as np

	import matplotlib.pyplot as plt
	import seaborn as sns
	"""
	A demo script utilizing async `langchain` capabilities to interact with OpenAI's model.
	https://python.langchain.com/v0.1/docs/expression_language/interface/
	"""

	import asyncio
	import json
	import time

	from langchain_openai import ChatOpenAI
	"""
	A simple JSON renderer for Jupyter Notebooks
	Source: https://stackoverflow.com/a/37124230
	"""


	import json
	from IPython.display import display_javascript, display_html