kapilagrawalkapil Goto Github PK

3d_yield_curve

3-D plot of the US Treasury yield curve using Python

codefromvideo

Source code from the youtube video

convex-optimization-for-finance

Talk Materials for "Convex Optimization for Finance"

daily-dose-of-data-science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: https://avichawla.substack.com.

data-science

:bar_chart: Path to a free self-taught education in Data Science!

how-to-iterate-over-rows-in-a-pandas-dataframe

A notebook that goes over some of the options for iterating over the rows in a Pandas DataFrame. Some other methods are discussed (that don't technically loop over the rows) that greatly improve performance..

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

matplotlib

This is the cheat sheet Jupyter Notebook I made for my Matplotlib Learn in One Video Tutorial. I basically condensed the Matplotlib API down into this one cheat sheet with tons of examples.

mlfactor.github.io

Website dedicated to a book on machine learning for factor investing

modeling-examples

Gurobi modeling examples

mse2001python

Files for the MSE2001 course Introduction to Python for Materials Engineers

oop-python

Object-Oriented Programming in Python

pandas-data-science-tasks

Set of real world data science tasks completed using the Python Pandas library

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

plotting-and-visualization

pydatadc_2018-tidy

PyData 2018 tutorial for tidying data

pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

python-thealgorithms

All Algorithms implemented in Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

recession-predictor

Project description: https://medium.com/p/recession-prediction-using-machine-learning-de6eee16ca94?source=email-2adc3d3cd2ed--writer.postDistributed&sk=2f1dab9738769f9658634e61576a08bd

riskfolio-lib

Portfolio Optimization and Quantitative Strategic Asset Allocation in Python

stockindicesanalysis

Codes for writing my article about Stock Indices Analysis in Towards Data Science

tsa-notebooks

Jupyter notebooks on time series econometrics topics.

webscraping

Create a database from scratch by extracting html elements from a webpage