Language Breakdown
Lines of code distribution across 13 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
14
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
Contribution activity over the past year
czhuang
@czhuang
Babatunde Adeyemi
@barbietunnie
Marian Viktorov
@marvik
Andy Wang
@climber2002
aojingen
@aojingen
Top Repositories
Learn Generative AI with PyTorch (Manning Publications, 2024)
Use animation to explain machine learning
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.
Code repository for the book Make Python Talk
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.
Repository for the CRC Press book Machine Learning, Animated
Use policy gradients to train an agent to play the Atari Breakout game
Update code in Taming Transformers for High-Resolution Image Synthesis
Code repository for the book Financial Risk Management: An Analytical Approach (Cognella, by Tong Yu and Mark Liu)
Data driven business innovation.
Open Source Impact
Contributions to external projects
No external contributions found.