PJ Paul's repositories
WB_Elections
Scripts for Scraping and Analysis
Portfolio_Academic
Portfolio containing code and deliverables for academic-y positions
Advent_of_Code_2018
Files for Advent of Code 2018
cbse_schools_data
Cleaned, scraped data of all 20,367 CBSE schools, primarily in India, in 2018. Data scraped from: cbseaff.nic.in/cbse_aff/schdir_Report/userview.aspx
CrumpLab.github.io
Lab Website
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
example-code
Example code for the book Fluent Python
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
machine_learning_basics
Plain python implementations of basic machine learning algorithms
mds
Modern Data Science
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.
nyc-taxi-data
Import public NYC taxi and Uber trip data into PostgreSQL / PostGIS database, analyze with R
pjpaul_writes
Personal blog
python-for-data-analysis
An introduction to data science using Python and Pandas.
qgis-training
Open-source classes on open-source mapping with QGIS and PostGIS.
sb2nov.github.io
Sourabh's portfolio
Spatial_Analysis_in_R_with_Open_Geodata
Spatial Analysis in R with Open Geodata (Tutorial)