This article is a living style sample for the blog. It is meant to make the theme easy to inspect before real posts start accumulating.
The target feeling is simple: readable enough for long research notes, structured enough for engineering logs, and calm enough that the content gets the attention.
Section Heading
A good post often starts with a short framing paragraph. For example, a protein modeling note might explain the dataset, the model checkpoint, the evaluation metric, and the result that changed your mind.
Smaller Heading
Use smaller headings for local arguments, implementation notes, ablation results, or paper-reading observations.
Callout
Quote
Good research notes should preserve the path of thought, not only the polished conclusion.
Quotes are useful when reviewing papers, recording a claim, or separating an interpretation from the original source.
Lists
Unordered lists are useful for observations:
- Tokenization can hide important biochemical structure.
- Retrieval helps only when the retrieved evidence is specific enough.
- A small evaluation set is better than no evaluation set, but it should be labeled honestly.
Ordered lists are useful for procedures:
- Define the question.
- Collect the smallest useful dataset.
- Run a baseline.
- Record the failure modes before tuning.
Code
Inline code like model.eval() should feel quiet inside a sentence. Larger blocks should be easy to scan.
from pathlib import Path
def load_sequences(path: str) -> list[str]:
records = Path(path).read_text().splitlines()
return [line.strip() for line in records if line and not line.startswith(">")]
sequences = load_sequences("examples.fasta")
print(f"Loaded {len(sequences)} sequences")
Table
Tables should stay compact and readable.
| Experiment | Input | Metric | Result |
|---|---|---|---|
| Baseline encoder | sequence | AUROC | 0.781 |
| Structure-aware model | sequence + structure | AUROC | 0.824 |
| Retrieval-augmented note | sequence + motifs | AUROC | 0.836 |
Math
Inline math such as $p(y \mid x)$ should render naturally. Display math can be used for short derivations:
\[L = - \sum_i y_i \log p_i\]Divider
The rest of this paragraph exists to check spacing after a divider. The page should still feel calm, with enough contrast for technical reading and enough whitespace to avoid becoming a wall of text.