Aidenzich/road-to-master

A repo to store our research footprint on AI

Jupyter Notebook

571 commits

updated Sep 17, 2026

See the code

README

Road To Master

jake

This is a repository for some data scientist stuff. You can check the issues for the latest research notes.

deprecated

Highlights

Overall

📚 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

Slides

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

Repository Structure

Folder	Description
domains	The interesting paper of different domains
tips	Some tips for data science
tools	Some tools for data science
mlops	Notes on model deployment and ML operations

data-science

Contributors

560 commits

8 commits

2 commits

1 commits

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Aidenzich/road-to-master

A repo to store our research footprint on AI

Jupyter Notebook

571 commits

updated Sep 17, 2026

See the code

README

Road To Master

jake

This is a repository for some data scientist stuff. You can check the issues for the latest research notes.

deprecated

Highlights

Overall

📚 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

Slides

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

Repository Structure

Folder	Description
domains	The interesting paper of different domains
tips	Some tips for data science
tools	Some tools for data science
mlops	Notes on model deployment and ML operations

data-science

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데이터 사이언티스트 (AI 리서치 엔지니어) 공부, 연구, 논문 기록

Engineer1999/A-Curated-List-of-Must-Read-ML-Research-Papers

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