Tim Wee's repositories
GPU-Puzzles
Solve puzzles. Learn CUDA.
Triton-Puzzles
Puzzles for learning Triton
Tensor-Puzzles
Solve puzzles. Improve your pytorch.
mini-lsm
A tutorial of building an LSM-Tree storage engine in a week!
annotated-transformer
An annotated implementation of the Transformer paper.
placemark
Placemark open source project
python-mastery
Advanced Python Mastery (course by @dabeaz)
roomGPT
Upload a photo of your room to generate your dream room with AI.
openplayground
An LLM playground you can run on your laptop
Transformer-Puzzles
Puzzles for exploring transformers
pg-is-all-you-need
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
dolly
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
lm-human-preferences
Code for the paper Fine-Tuning Language Models from Human Preferences
spinningup
An educational resource to help anyone learn deep reinforcement learning.
Reflected-Diffusion
[ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)
datasaurust
Blazingly fast implementation of the Datasaurus paper. Same Stats, Different Graphs.
rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
ppo-ewma
Code for the paper "Batch size invariance for policy optimization"
phasic-policy-gradient
Code for the paper "Phasic Policy Gradient"
summarize-from-feedback
Code for "Learning to summarize from human feedback"
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
CORL
High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC
tkrzw
a set of implementations of DBM