Luke A's repositories
Information-Retrieval
Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:
MLfromscratch
Machine Learning algorithm implementations from scratch.
doecode
Main repo for managing the new DOE CODE site from the DOE Office of Scientific and Technical Information (OSTI)
elasticsearch-workshop
ElasticSearch Workshop
notebooks
Jupyter notebooks using GraphQL APIs by FREYA partners
Self-Taught-Machine-Learning
I have had trouble in the past finding a place where I could learn about statistical learning algorithms, resources as to how to learn them and the code associated with it. This is my attempt at remedying that issue.
knowledge-repository
knowledge repository with learning resources, examples, links for various data science / computer science topics
Python-Automation-Cookbook-Second-Edition
Python-Automation-Cookbook-Second-Edition, published by Packt
learn_to_scrape
Materials for MIT Methods Lab workshop on learning to scrape
jupyter-tips-and-tricks
Using Project Jupyter for data science.
Machine-Learning-Algorithms-Second-Edition
Machine Learning Algorithms Second Edition, published by Packt
text-analytics-with-python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
CD4Py
CD4Py: Code De-Duplication for Python
jupyter2kibana
A Workflow for Data Scientists to bring Jupyter Notebook Visualizations to Kibana Dashboards
datasets-for-good
List of datasets to apply stats/machine learning/technology to the world of social good.
Diabetes-Prediction-Model
In this project we will try to predict if the person has diabetes has or not.
crossref
Access to CrossRef API
EDA
EDA in Python
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
nlp
:memo: This repository recorded my NLP journey.
Python_Feature_Engineering
From Python Feature Engineering Cookbook