This is your work, valued

Lexington KY

Mark Liu

Expert
@markhliu

Director of MS Finance at UKY; Associate prof of finance

gattonweb.uky.edu/faculty/lium/

DGAI. Learn Generative AI with PyTorch (Manning Publications, 2024)

145

ml_animated. Use animation to explain machine learning

101

txt2img. Build text-to-image generative AI models from scratch with Python and PyTorch. Focus on two methods: Diffusion models, which iteratively denoise to generate image conditional on text prompt, and vision Transformers, which treat an image as a sequence of patches, and generates one patch at a time.

69

mpt. Code repository for the book Make Python Talk

47

AlphaGoSimplified. Book repository for AlphaGo Simplified (CRC Press 2024). Implement ideas behind Deep Blue (rule-based AI) and AlphaGo (rule-based AI + Deep Learning) in three simple games: Last Coin Standing, Tic Tac Toe, and Connect Four.

39

MLA. Repository for the CRC Press book Machine Learning, Animated

35

AtariBreakoutPolicyGradients. Use policy gradients to train an agent to play the Atari Breakout game

4

taming-transformers. Update code in Taming Transformers for High-Resolution Image Synthesis

2

PyRisk. Code repository for the book Financial Risk Management: An Analytical Approach (Cognella, by Tong Yu and Mark Liu)

2