edkrueger/python-algorithms

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Created over 3 years ago
Updated over 3 years ago

edkrueger/python-algorithms

edkrueger

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My solutions to "Algorithms Illuminated" by Tim Roughgarden

sars-fastapi

sars-flask

rq-flask-template

poetry-package-template-gemfury

eco395m-2022-fall

ECO 395m: Python, Databases, and Big Data

Jupyter Notebook

rq-flask-sqlalchemy-template

covid-forecast

A streamlit app that uses fbprophet for forecasting COVID

streamlit-template

python-NLP-labs

NLP labs using scikit learn and imbalanced-learn.

Jupyter Notebook

spam-detector

Jupyter Notebook

poetry-package-template-pypi

A poetry template for pushing to PyPI

GCP-MySQL-pandas

Getting started with GCP Cloud Storage. Loading MySQL with Pandas and SQL Alchemy.

python-classification-labs

Jupyter Notebook

cryptocurrency_analysis

Pulls and visualizes cryptocurrency data from BraveNewCoin's Mashable API

Jupyter Notebook

p6w-6-python-only

lasso-demo

Jupyter Notebook

concurrency_with_joblib

Jupyter Notebook

candlesticks

Simple Dashboard in Flask and Bokeh; Visualizes Stock Prices as Candlesticks

flask-plotly-dashboard

r-regression-labs

My cirriculum for linear regression in R

Jupyter Notebook

python-regression-labs

Jupyter Notebook

pipenv-template

normality-tests-simulation

Simulates the results of tests for normality on normal distribution and fat-tailed distributions

Jupyter Notebook

why-ANOVA-matters

A math-light demonstration of why Bonferroni correction or ANOVA is necessary. (Assumes some knowledge of hypothesis testing and t-tests.)

Jupyter Notebook

georelate

tree-demos

Some demonstrations about Decison Trees, Random Forests and Explainability based on the wine dataset.

Jupyter Notebook

openai-audio-summarizer

Transcribes and summarizes a cut of an audio file with OpenAI APIs.

pipenv-consumer-example

How to install a package from a private PyPI server (Gemfury)

dot-product-timing

Timing Numpy versus Standard Python Library in Computing a Dot Product

Jupyter Notebook

fantasy-football-interger-programming

Jupyter Notebook

gas-station

A simulation of a gas station.

Jupyter Notebook

gradient-descent-newton-raphson

Jupyter Notebook

num-methods-MLE

Comparison of Numerical Methods for Maximum Likelihood Estimation (MLE)

Jupyter Notebook

eco395m