Hi! I’m Eugenia Elistratova. Cohomology Zero is a blog where I write about machine learning and about math for its own sake.
The name comes from «Группы и теория гомотопий (трэш трейлер)» — a legendary Russian-language trash trailer for a homotopy theory course. We unapologetically nerd out about math here, patiently waiting for the environment to answer: cohomology — zero?..
Current and upcoming series:
- Transformers from scratch — a step-by-step walk from RNNs with attention to the full Transformer architecture.
- Generative models — VAEs and friends, with the math worked out carefully.
- Mathematics — a bit of everything, coming soon.
You can find me on GitHub, reach me on Telegram: @evg3307, or write me an email: evg3307@yandex.ru.