This is a repository for some data scientist stuff.
| Name | Main Field |
|---|---|
| Aiden | Recommender System, Variational Inference, Sequence Forecasting |
| YiTing | Multi-Modality, Vision-Language, Recommender System |
- 📚 The spike of deep generative models
- 🪤 The spike of recommender system
- 👁️ The spike of computer vision
- 📉 The spike of time-series
- 🛠️ The note of the foundation component of AI
- 2023-02. 👀 Slide of GLIP, include DETR and MDETR
- 2023-01. 🦾 Slide of ContrastVAE, which is the SOTA in recommender system
- 2022-09. 🌊 Slide of Diffusion Model, include proof and lot of note.
- 2022-05. 🤖 Slide of VAECF, include the derivation of ELBO
| Folder | Description |
|---|---|
| domains | The interesting paper of different domains |
| tips | Some tips for data science |
| tools | Some tools for data science |