ThomIves
Hi, I’m Thom Ives. Founder of Integrated Machine Learning & AI, and Senior Data Scientist at Echo Global Logistics.
Integrated Machine Learning & AIEagle, Idaho, USA
Pinned Repositories
BasicLinearAlgebraToolsPurePy
Basic Linear Algebra Tools in Pure Python without Numpy or Scipy
GradientDescentPurePy
Gradient descent using pure python without numpy or scipy
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
MaShell
A text user interface set of bash scripts for rapid build of new Linux systems.
MatrixInverse
Python Code to Efficiently Inverse a Matrix
Py_SQL_SQLAlchemy_Pandas_Class
A Python class that implements SQL, SQLAlchemy, and Pandas to streamline SQL from Python Operations
RegressionModelsMenu
A Menu Tool for Machine Learning Regression Models
SystemOfEquations
Python Code to Efficiently Solve for a System of Equations
VisualPythonIntro
An Introduction to Visual Python for Illustrating Predictive Modeling in General
ThomIves's Repositories
ThomIves/BasicLinearAlgebraToolsPurePy
Basic Linear Algebra Tools in Pure Python without Numpy or Scipy
ThomIves/MatrixInverse
Python Code to Efficiently Inverse a Matrix
ThomIves/SystemOfEquations
Python Code to Efficiently Solve for a System of Equations
ThomIves/LeastSquaresPurePy
Least Squares: Math to Pure Python without Numpy or Scipy
ThomIves/Py_SQL_SQLAlchemy_Pandas_Class
A Python class that implements SQL, SQLAlchemy, and Pandas to streamline SQL from Python Operations
ThomIves/MachineLearningModulePurePy
Machine Learning Classes Not Using Numpy, Scipy, or SKLearn to Help Gain Insights
ThomIves/GradientDescentPurePy
Gradient descent using pure python without numpy or scipy
ThomIves/MaShell
A text user interface set of bash scripts for rapid build of new Linux systems.
ThomIves/VisualPythonIntro
An Introduction to Visual Python for Illustrating Predictive Modeling in General
ThomIves/LeastSquaresPolyFitPurePy
A repo that brings together learning from the MachineLearningPurePy and PolynomialFeatures repos
ThomIves/PurePythonClustering
Clustering using Pure Python without Numpy or Scipy
ThomIves/Docker_Served_File_IO_API
Document For Talk On How To Docker Serve A File IO API
ThomIves/MAD
"Model and Dependencies" - capture machine learning settings and dependencies
ThomIves/Py_SQL_Tools
A Growing Collection Of Tools For Python And SQL Integrations
ThomIves/PySynonymRoll
Python Based Synonym Harvester
ThomIves/Grid_World
A Journal Repo Of My Student Journey Into Reinforcement Learning
ThomIves/RegressionModelsMenu
A Menu Tool for Machine Learning Regression Models
ThomIves/Toward_Full_Stack_DS
Presentation On Becoming A Full Stack Data Scientist
ThomIves/PolynomialFeatures
Polynomial Features like in sklearn class but without sklearn, scipy or numpy - uses pure python
ThomIves/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
ThomIves/ThomIves
ThomIves/Basic_Model_Serving_With_FastAPI
A Simple Example Of How To Serve A Model Using FastAPI API
ThomIves/Docker_Jenkins_Cloud_API
Example of serving analyts from a docker container on a cloud VM monitored by Jenkins
ThomIves/Images
ThomIves/Learning
Learning
ThomIves/Model_Serving_With_FastAPI
ThomIves/Practice
ThomIves/simple-java-maven-app
For an introductory tutorial on how to use Jenkins to build a simple Java application with Maven.
ThomIves/Systematic
A Repo For Systematic Saturday Posts on a Growth Model