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basic_model_serving_with_fastapi

A Simple Example Of How To Serve A Model Using FastAPI API

basiclinearalgebratoolspurepy

Basic Linear Algebra Tools in Pure Python without Numpy or Scipy

docker_jenkins_cloud_api

Example of serving analyts from a docker container on a cloud VM monitored by Jenkins

docker_served_file_io_api

Document For Talk On How To Docker Serve A File IO API

gradientdescentpurepy

Gradient descent using pure python without numpy or scipy

grid_world

A Journal Repo Of My Student Journey Into Reinforcement Learning

images

leastsquarespolyfitpurepy

A repo that brings together learning from the MachineLearningPurePy and PolynomialFeatures repos

leastsquarespurepy

Least Squares: Math to Pure Python without Numpy or Scipy

machinelearningmodulepurepy

Machine Learning Classes Not Using Numpy, Scipy, or SKLearn to Help Gain Insights

mad

"Model and Dependencies" - capture machine learning settings and dependencies

mashell

A text user interface set of bash scripts for rapid build of new Linux systems.

matrixinverse

Python Code to Efficiently Inverse a Matrix

model_serving_with_fastapi

polynomialfeatures

Polynomial Features like in sklearn class but without sklearn, scipy or numpy - uses pure python

practice

purepythonclustering

Clustering using Pure Python without Numpy or Scipy

py_sql_sqlalchemy_pandas_class

A Python class that implements SQL, SQLAlchemy, and Pandas to streamline SQL from Python Operations

py_sql_tools

A Growing Collection Of Tools For Python And SQL Integrations

pysynonymroll

Python Based Synonym Harvester

python-base-word-form-finder

A leverage from https://github.com/gutfeeling/word_forms and some brute force web scraping or Merriam-Webster and Dictionary.com

regressionmodelsmenu

A Menu Tool for Machine Learning Regression Models

simple-java-maven-app

For an introductory tutorial on how to use Jenkins to build a simple Java application with Maven.

systematic

A Repo For Systematic Saturday Posts on a Growth Model

systemofequations

Python Code to Efficiently Solve for a System of Equations

thomives

toward_full_stack_ds

Presentation On Becoming A Full Stack Data Scientist

visualpythonintro

An Introduction to Visual Python for Illustrating Predictive Modeling in General