jeromeku's repositories
ssg-dataset
Open reproducible dataset on static site generators (SSG) popularity.
3rdplaceForecasting-kdd2022
3rd place solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting
AA203-Examples
Examples shown in class and recitation from AA203: Optimal and Learning-Based Control.
AA203-Homework
Starter code accompanying homework assignments from AA203: Optimal and Learning-Based Control.
aiaiart
Course content and resources for the AIAIART course.
colabcode
Run VSCode (codeserver) on Google Colab or Kaggle Notebooks
counterfactualML-kdd2022-tutorial
Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances
DeepSearchRelevance-kdd2022-tutorial
DeepSearchRelevanceRanking-KDD2022-Tutorial
Finetune_GPT-J_6B_8-bit
Fine-tuning GPT-J-6B on colab or equivalent PC GPU with your custom datasets: 8-bit weights with low-rank adaptors (LoRA)
interpretability-kdd2022-tutorial
Tutorial on Glassbox Machine Learning at KDD 2022
npfl122
UFAL Deep RL Course
orie7391
Materials and syllabus for Cornell ORIE 7391, Faster: Algorithmic Ideas for Speeding Up Optimization
poc-docker-template
Simple template showing how to set up docker for reproducible data science with Jupyter notebooks.
Practical_RL
A course in reinforcement learning in the wild
python-collab-template
🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
reinforcement_learning_course_materials
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
scipy-2022-ploomber
Material for Ploomber's tutorial
scipy-estimagic
Tutorial on Practical Numerical Optimization with SciPy, Estimagic and JAXopt - SciPy 2022
tigergraph-kdd2022-tutorial
Repository of Resources for the KDD 2022 Tutorial " Efficient Machine Learning on Large-Scale Graphs"