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Nishanth Kumar's Projects

aima icon aima

Python code from Peter Norvig and Stuart Russell's Artificial Intelligence, A Modern Approach

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

airsenal icon airsenal

Machine learning Fantasy Premier League team

calendar-heatmap icon calendar-heatmap

A d3 heatmap for representing time series data similar to github's contribution chart

cookbook-2nd-code icon cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

data-science-ipython-notebooks icon data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dbt-data icon dbt-data

Repository of Direct Benefit Transfer data, documents

examples icon examples

Various examples for different articles

family_system icon family_system

Source Code of K. Itao and K. Kaneko "Evolution of Family Systems and Resultant Socio-Economic Structures" in preparation)

fantasy-premier-league icon fantasy-premier-league

Creates a .csv file of all players in the English Player League with their respective team and total fantasy points

isl-python icon isl-python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

kalman-and-bayesian-filters-in-python icon 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.

maps icon maps

Repository for all spatial data.

mermaid icon mermaid

Generation of diagram and flowchart from text in a similar manner as markdown

networkriskmeasures icon networkriskmeasures

Implements risk measures for (financial) networks, such as DebtRank, Impact Susceptibility, Impact Diffusion and Impact Fluidity.

nk173.github.io icon nk173.github.io

Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

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