Hyperparameter Space
Welcome to my blog! I like to read, write, and code on the interface of machine learning, statistics, and frontier experimental methods in biology.
Latest Posts
- Some thoughts on how to get to an AI scientist
- A survey of tokenization in different data domains
- What if we just learn a language model for all of life?
- The four paths to molecular machine learning
- When will science become version controlled?
- Implementing a geometric deep learning module from scratch
- This is (not) a machine
- An unorthodox path for implementing a probabilistic programming language
- The amazing world of biocatalytic retrosynthesis
- How convincing your experimental approach is according to Bayes
- How do we measure our molecular understanding in biology? From ten commandments to ten questions
- Sense and sensitivity (and specificty and utility)
- Causal models make a comeback
- A single-cell journey from mechanistic to descriptive modeling and back again
- Software is eating AI
- When not to use deep learning