Pinned Repositories
classifying-names
A tutorial on RNNs and CNNs in PyTorch using a simple name classification example
Continuous-Control
My submission for Project 3 from Udacity's Deep Reinforcement Learning Nanodegree Program
CQF
Source code for CQF projects
cs224d-deep-learning-for-nlp
Notes, code, and other resoruces for auditing the course CS224d: Deep Learning for Natural Language Processing
Deep-Q-Learning-for-Navigation
My submission for Project 1 from Udacity's Deep Reinforcement Learning Nanodegree Program
entity-linking
Tools for entity mention disambiguation, clustering and linking to a knowledge base.
Financial-News-Sentiment-Analysis
An application for detecting sentiment in financial news
gibbs-sampling-for-the-uninitiated
Python implementation of Gibbs sampling for the naı̈ve Bayes model presented by Resnik and Hardisty
Promises
Data and tools for tracking political promises made in speeches
Topic-Networks
A demo of new approach to automatic text summarization using topic models and bipartite graphs.
bobflagg's Repositories
bobflagg/cs224d-deep-learning-for-nlp
Notes, code, and other resoruces for auditing the course CS224d: Deep Learning for Natural Language Processing
bobflagg/Financial-News-Sentiment-Analysis
An application for detecting sentiment in financial news
bobflagg/gibbs-sampling-for-the-uninitiated
Python implementation of Gibbs sampling for the naı̈ve Bayes model presented by Resnik and Hardisty
bobflagg/CQF
Source code for CQF projects
bobflagg/classifying-names
A tutorial on RNNs and CNNs in PyTorch using a simple name classification example
bobflagg/30-days-of-jax-on-tpu
Resources for learning JAX/FLAX on TPUs using the TPU Research Cloud program
bobflagg/Battling-the-Bots
Building tools for defending the information ecosystem in the disinformation war.
bobflagg/Continuous-Control
My submission for Project 3 from Udacity's Deep Reinforcement Learning Nanodegree Program
bobflagg/cs231n-theano
Solutions to some of the assignments of CS231n: Convolutional Neural Networks for Visual Recognition, using Theano.
bobflagg/Deep-Q-Learning-for-Navigation
My submission for Project 1 from Udacity's Deep Reinforcement Learning Nanodegree Program
bobflagg/pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
bobflagg/aiva
AIVA (A.I. Virtual Assistant): General-purpose virtual assistant for developers.
bobflagg/bayesian-methods-for-machine-learning
Work for the Coursera Class Bayesian Methods for Machine Learning
bobflagg/bobflagg.github.io
Bob's Notes on Natural Language Processing
bobflagg/Collaboration-and-Competition
My submission for Project 5 from Udacity's Deep Reinforcement Learning Nanodegree Program
bobflagg/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
bobflagg/deepER
bobflagg/Entity-Disambiguation
An application for disambiguating common person and organization mentions to WikiPedia pages.
bobflagg/Entity-Disambiguation-for-News
An attempt to build a accurate entity-linking system for mentions in news articles
bobflagg/LLaMa-2-Chatbot
A simple Chatbot built in Streamlit and using the LLaMa-2 large language model.
bobflagg/LLM-Efficiency-Challenge
For my submission to the NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
bobflagg/Ontology-Discovery
An application for automatic ontology discovery for unstructured text data
bobflagg/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
bobflagg/sentiment-analysis
bobflagg/Topic-Modeling-the-News
A tutorial on using LDA to build topic models for applications to journalism.
bobflagg/Topic-Modeling-Without-Tears
A simple pipeline for building coherent topic models with Mallet and Gensim.
bobflagg/Tuning-Retrieval-Augmented-Question-Answering
Design, run and analyze experiments to determine critical factors that influence the quality of answers in retrieval augmented question answering with large language models.
bobflagg/wandb-cicd
Experimenting with CI/CD for Machine Learning (GitOps)
bobflagg/wandb-llm-apps-course
bobflagg/wandb-model-development
My project for W&B Effective MLOps: Model Development course