Jie Tao's repositories
applied-ml
đź“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.
BA505
BA505 Starter Files
ba505-docs
DATA6505 docs for Fairfield University Students
BA505-Slides
BA505 Slides
ba545-docs
BA 545 Course Documents
BAShowcase
BAShowcase Required Files
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
data3235
official report for DATA 3235
data5405
Repository for DATA 5405 materials
data5405-jt
Course Repo for DATA5405
data6505
DATA 6505 Materials
Deep-Learning-Experiments
Notes and experiments to understand deep learning concepts
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Generative-AI-with-LLMs
In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.
Interpritability
interpretability experiments
IS550-Docs
IS 550 Docs, for Fairfield University students only
LDL
Official implementation of the paper 'Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution' in CVPR 2022
LDL-1
Pytorch implementation of "Joint Acne Image Grading and Counting via Label Distribution Learning"
pandas_for_everyone
Repository to accompany "Pandas for Everyone"
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
recommender-tutorial
An introduction to recommendation systems in Python
SDCNL
Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction (ICANN 2021)