Taylor G Smith's Projects
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
Anaconda Server Client
Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules
Streamline python project creation, including setup scripts, CI/CD pipelines & documentation
A suite of classification clustering algorithm implementations for Java. A number of partitional, hierarchical and density-based algorithms including DBSCAN, k-Means, k-Medoids, MeanShift, Affinity Propagation, HDBSCAN and more.
A class "DataTableWritable" which will render a formatted C# DataTable in the console
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
Code from the paper: "Metric Learning for Dynamic Text Classification"
Montecarlo simulations for shiny hunters
Project Euler in GoLang
Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)
Published by Packt, Hands-on Supervised Machine Learning with Python
Notes, demos and lessons from ICML 2016.
These are notes I took, and code I wrote RE: presentations given at ICML 2017, Sydney.
Fast Python Collaborative Filtering for Implicit Datasets
Numpy main repository
Cool utilities for writing better, more efficient code
A practical library for recommenders that wraps the Implicit package, providing various CV & model selection tools
scikit-learn: machine learning in Python
Sequence to Sequence Learning with Keras
A flexible, high-performance serving system for machine learning models
A function to compute a Euclidean silhouette score to assess clustering efficacy.
A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn friendly interface in an effort to expedite the modeling process.
NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-learn and h2o extension classes (as well as caret classes for python). See more here: https://tgsmith61591.github.io/skutil