ML4Science Hands on Session

Q8 Secondary structure prediction contest submission window is open [4th Dec 6:00pm - 6:15pm]

• Instructions for submission and submission form can be found here -> http://bit.ly/ML4SCI-contest2

Prerequisites

Hardware:

• Dual core CPU
• Minimum 4GB RAM (>= 8GB recommended)

Software:

Operating System:

• Linux (Any distribution like Ubuntu) installed natively (recommended)
• Linux distribution in a virtual machine

Python3.6 or above

Python Libraries required:

- Numpy
- Pandas
- Matplotlib
- Scikit-learn
- RDKit(optional) 
- Jupyter Notebook
- PyTorch (CPU)

A basic understanding of Python

• A short tutorial on python
• Python in one video

Installation Instructions

Linux

• Native Ubuntu 18.04 installation instructions can be found here

Python3 Environment

• Install python3 package manager pip3 on ubuntu by executing the following in the terminal

    sudo apt install python3-pip
  

Git

• Install git using the following command

    sudo apt install git
  

• To clone the repository

    git clone https://github.com/devalab/ml4science_tut.git
  

Libraries

• Install the above mentioned libraries by executing the final command on terminal while you're connected to the internet

    pip3 install -r requirements.txt