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DataScience.ts
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DataScience.ts
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import { linkToMyWork } from './common'
export const items =
`## Data Science
I have done some data science and machine learning research projects in the past. Some interesting project are listed here as well.
- ### [toy-openai-gym-collections](https://github.com/quantumsnowball/toy-openai-gym-collections) - all about deep reinforcement learning
![pytorch](https://img.shields.io/badge/pytorch-white?logo=pytorch)
![openai](https://img.shields.io/badge/openai-white?logo=openai&logoColor=black)
![numpy](https://img.shields.io/badge/numpy-white?logo=numpy&logoColor=blue)
Try to use use deep reinforcement learning models to play computer games! It was not easy at all.
- ### [toy-datasets-collections](https://github.com/quantumsnowball/toy-datasets-collections)
![tensorflow](https://img.shields.io/badge/tensorflow-white?logo=tensorflow)
![keras](https://img.shields.io/badge/keras-white?logo=keras&logoColor=red)
![pytorch](https://img.shields.io/badge/pytorch-white?logo=pytorch)
![scikit-learn](https://img.shields.io/badge/scikit--learn-white?logo=scikit-learn)
These are very common machine learning and deep learning datasets.
- ### [marble-drawing-scam-analysis](https://github.com/quantumsnowball/marble-drawing-scam-analysis)
![python](https://img.shields.io/badge/python-white?logo=python)
![jupyter](https://img.shields.io/badge/jupyter-white?logo=jupyter)
![pandas](https://img.shields.io/badge/pandas-white?logo=pandas&logoColor=darkblue)
To solve any probability problems, you can either use maths to solve it by first principal, or use programming to solve it by simulation.
`
const markdown = items + `${linkToMyWork}
`
export default markdown