Stephen W. Thomas's repositories
text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
869_course
Resources for MMA, MMAI, and GMMA 869
data_mining_resources
Resources for data mining, data analytics, and big data
NLP_course
Resources for MMAI 891, GMMA/MMA 865, and MBAS 862
textblob-sentiment-analysis
Simple example of using TextBlob to perform sentiment analysis
lexicon-sentiment-analysis
Simple example of using a lexicon to perform sentiment analysis.
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
awesome-blockchain-ai
A curated list of Blockchain projects for Artificial Intelligence and Machine Learning
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
Awesome-Bioinformatics
A curated list of awesome Bioinformatics libraries and software.
Awesome-Ethereum
A Curated List of Awesome Ethereum Resources
cluster_20newsgroups
Just some simple clustering of the 20 newsgroup dataset.
dfr-browser
Take a MALLET to disciplinary history
Few-Shot-Intent-Detection
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
floc_simulator
FLoC Simulator
playground
Play with neural networks!
r-novice-gapminder
Introduction to R for non-programmers using gapminder data.
r4ds
R for data science
stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
tidy-text-mining
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson