I'm HIEU DOAN
A Computational Neuroscience enthusiast with a focus on Computer Vision (CV) and Natural Language Processing (NLP) and Neural Network, and a background in Software Development.
| No | Domain | Group | Subgroup | Name | Note |
|---|---|---|---|---|---|
| 1 | DSL | Language | Python |
||
| 2 | DSL | Package Manager | pipenv |
pip x virtualenv |
|
| 3 | DSL | Data Source | Datasets | Kaggle |
|
| 4 | DSL | Data Analyst | Documentation | Jupyter |
|
| 5 | DSL | Data Analyst | pandas |
||
| 6 | DSL | Data Analyst | Numerical - Basic | NumPy |
Integrated with pandas |
| 7 | DSL | Data Analyst | Numerical - Advanced | SciPy |
|
| 8 | DSL | Data Analyst | Visualization - Basic | matplotlib |
Integrated with pandas |
| 9 | DSL | Data Analyst | Visualization - Advanced | seaborn |
|
| 10 | DSL | Data Science | Machine Learning - Basic | scikit-learn |
Integrated with pandas |
| 11 | DSL | Data Science | Machine Learning - Neural Network - Basic | Keras |
Part of TensorFlow |
| 12 | DSL | Data Science | Machine Learning - Neural Network - Advanced | TensorFlow |
|
| 13 | DSL | Data Science | Machine Learning - Neural Network - Advanced | PyTorch |
|
| 14 | DSL | Domain | Language | NLTK |
|
| 15 | DSL | Domain | Vision | OpenCV |
|
| 16 | DSL | Back-end | FastAPI |
| No | Domain | Group | Subgroup | Name | Note |
|---|---|---|---|---|---|
| 1 | SDK | Language | TypeScript | JavaScript with Typings |
|
| 2 | SDK | Package Manager | pnpm | Performance npm |
|
| 3 | SDK | Front-end | Documentation | Docusaurus |
|
| 4 | SDK | Front-end | CLI Generator | Open CLI Framework |
|
| 5 | SDK | Front-end | JS Framework | Next.js |
Server-Side React |
| 6 | SDK | Front-end | CSS Utilities | TailwindCSS |
|
| 7 | SDK | Front-end | CSS Components | DaisyUI |
Based on TailwindCSS |
| 8 | SDK | Back-end | API Framework | tRPC |
Integrated with Next.js |
| 9 | SDK | Back-end | Authentication | NextAuth |
Integrated with Next.js |
| 10 | SDK | Back-end | ORM | Prisma |
|
| 11 | SDK | Back-end | Database (NoSQL) | MongoDB |
Used with Prisma |
| 12 | SDK | Back-end | Database (SQL) | PostgreSQL |
Used with Prisma |
| 13 | SDK | Back-end | Data Science | Tensorflow.js |
|
| 14 | SDK | DevOps | Containerisation | Docker |
|
| 15 | SDK | DevOps | Containerisation | Kubernetes |
Used with Docker |
| 16 | SDK | DevOps | Hosting | Vercel |