ai4chem

KO | EN

gitlite — search

#javascript #python #react #typescript #machine-learning #deep-learning #nodejs #java #windows #kubernetes #awesome-list #pytorch #ios #openai

(★ 9)

No description available.

ai4chem 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# AI4CHEM: Artificial Intelligence for Experimental Chemistry

This repository contains open educational materials for CHEM 5080 — AI for Experimental Chemistry at Washington University in St. Louis. The course introduces machine learning and AI concepts to experimental and synthetic chemists with no prior programming background.

---

## Course Website

Full Jupyter Book with lectures and Colab tutorials:
https://zhenglab.wustl.edu/chem5080/

---

## Repository Structure

```
ai4chem/
│
├── book/                     # Jupyter Book source files
├── notebooks/                # Colab-ready tutorial notebooks
├── data/                     # Chemical datasets
├── figures/                  # Images and figures
├── website_config/           # Jupyter Book configuration
└── README.md                 # This file
```

---

## Course Themes

1. Chemical Data Foundations
2. Machine Learning Models
3. Patterns in Chemical Space
4. Vision and Language Intelligence
5. AI-Driven Experimentation

---

## Using the Materials

### Run notebooks in Colab
Open any notebook and click “Open in Colab” to run directly in a browser.

### Build the Jupyter Book locally
```
pip install -r requirements.txt
jupyter-book build book/
```

### Adapt for teaching
All materials are open source and can be modified freely.

📚If you would like to adapt or extend the course materials, the official Jupyter Book documentation provides clear instructions on how to build new pages, modify content, and copy existing structures for your own courses:
https://jupyterbook.org/en/stable/intro.html

---

## Citation

Please cite the AI4CHEM course or repository if using these materials.

---

## Contact

Zhiling "Zach" Zheng  
Department of Chemistry  
Washington University in St. Louis

ai4chem

ai4chem 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

ai4chem

ai4chem 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README