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bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

bayesian_regression

Bayesian Linear regression using MCMC and Variational Inference

cookbook-2nd-code

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

court-document-ananlysis

datacamp

DataCamp data-science courses

datastructures_python

datautils

deeplearning-time-series

LSTM for time series forecasting

derivative-pricing-in-python

Implementation of financial models in pricing derivatives and implementation of python object oriented programming (OOP) features: 1. Financial derivative pricing using two methods i. Risk neutral pricing ii. Black Scholes pricing 2. Python implementation methods i. Functions ii. classes iii. class inheritance iv. static methods v. class methods

derivative-pricing-tool

Financial Derivative Pricing Tool, e.g. PDE Solver, Black Scholes Model, Binomial Tree, Long Staff

design-patterns-java

design-patterns-python

dx

DX Analytics

finance-with-python

Financial methods in Python

gpo-smc-abc

Bayesian optimisation for fast approximate inference in state-space models with intractable likelihoods

gs-quant

Python toolkit for quantitative finance

introduction-to-time-series-forecasting-python

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

ipythonscripts

Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning

mdp-dp-rl

Markov Decision Processes, Dynamic Programming and Reinforcement Learning

modeling-volatility

Modeling volatility project for ODSC East 2019

nn-stochvol-calibrations

We implement the paper: Deep Learning Volatility

options-pricing

Quantitative Finance using python - Derivatives Pricing

pandas_exercises

Practice your pandas skills!

practical-time-series-analysis

Practical Time-Series Analysis, published by Packt

python-for-finance

Simulation of Financial Models, Valuation Framework, Derivatives and Portfolio Valuation, Volatility Options

quant-projects

Implementations of Leading Algorithms in Quantitative Finance

quantsbin

Quantitative Finance tools

stochastic

Generate realizations of stochastic processes in python.

stochasticprocesses

tf-quant-finance

High-performance TensorFlow library for quantitative finance.