Irregular Time Series & Temporal Point Processes

A short course on modeling irregular time series with temporal point processes.

Prerequisite

Install Anaconda (full) or Miniconda (small & fast to install)

Create a virtual environment in Conda

conda create --name tppcourse python=3.8

Activate your virtual environment

conda activate tppcourse 

Install PyTorch

conda install pytorch==1.7.0 -c pytorch

Install Ipython Kernel

conda install -c anaconda ipykernel

Put the virtual environment into Jupyter Notebook

python -m ipykernel install --user --name=tppcourse

Lecture-1

Open Jupyter Notebook

jupyter notebook lecture-1.ipynb

Lecture-2

Open Jupyter Notebook

jupyter notebook lecture-2.ipynb

Lecture-3

Open Jupyter Notebook

jupyter notebook lecture-3.ipynb