David Moe's starred repositories
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
machine-learning-articles
๐ง ๐ฌ Articles I wrote about machine learning, archived from MachineCurve.com.
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
CausalImpact
An R package for causal inference in time series
Treasure-of-Transformers
๐ Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. ๐ซโ๏ธ
Causal_Reading_Group
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
Deep-Learning-for-Causal-Inference
Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflow 2.
conformal-predictions-from-scratch
Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
Awesome_CatBoost
The repository to showcase the best framework for tabular data - the Awesome CatBoost
Practical-Guide-to-Applied-Conformal-Prediction
Practical Guide to Applied Conformal Prediction, published by Packt
conformal-tights
๐ Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
causalinference_crashcourse
Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks
ConformalImpact
Causal Impact but with MFLES and conformal prediction intervals
Benchmarking-conformal-prediction-methods-for-time-series-regression
Code repository accompanying my bachelor thesis "Benchmarking conformal prediction methods for time series regression"