Zander awmatheson

🏠

Working from home

Working on @bytewax

awmatheson / visualizing-streaming-data.ipynb

Last active February 19, 2025 17:26

visualizing-streaming-data.ipynb

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awmatheson / PyData_Global_2022_slides.pdf

Last active April 21, 2024 01:37

pydata-2022.ipynb

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awmatheson / streaming_impute.py

Created June 21, 2022 19:44

Impute values on a stream of data.

	import random
	import numpy as np

	from bytewax import Dataflow, inputs, parse, run_cluster


	def random_datapoints():
	for epoch in range(100):
	if epoch % 5 == 0:
	yield f'data', np.nan

awmatheson / model_template.sh

Created November 30, 2018 02:43

	#!/bin/bash
	cat >Dockerfile <<EOL
	FROM docker.registry.github.com/github/virga-wrapper/base-flask:latest

	ADD model.py /working
	EOL

	curl -L https://gist.githubusercontent.com/awmatheson/f9fd5394e7addf962aabd29ff68b5035/raw/a65218b404fd6fee5dbabb12f506180e2c9a22ea/model.py -o model.py -s

awmatheson / model.py

Created November 30, 2018 02:28

template for model.py file for model deployment

	class Model():
	"""This defines the necessary attributes for the model object
	"""

	def __init__(self):
	# specify your data for fitting here
	self.X_fit = []
	self.Y_fit = []
	self.model_store = "really.awesome.fast.model.store"
	self.feature_store = "really.awesome.fast.feature.store"