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sachinmittal2212's Projects

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

practicalai icon practicalai

📚 A practical approach to machine learning to enable everyone to learn, explore and build.

public icon public

Fixed Income Valuation Recipes in Python by Oluwaseyi Adebayo Awoga (Tony)

py-docker-aws-example-project icon py-docker-aws-example-project

Automated testing and deployment of a simple Flask-based (RESTful) micro-service to a production-like environment on AWS, using Docker containers and Travis-CI.

pyfeng icon pyfeng

Python Financial ENGineering (PyFENG package in PyPI.org)

pymc-stochastic-process icon pymc-stochastic-process

Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.

pyportfolioopt icon pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier and advanced methods.

pysabr icon pysabr

SABR model Python implementation

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

qstrader icon qstrader

QuantStart.com - QSTrader backtesting simulation engine.

quant-trading icon quant-trading

Python quantitative trading strategies including MACD, Pair Trading, Heikin-Ashi, London Breakout, Awesome, Dual Thrust, Parabolic SAR, Bollinger Bands, RSI, Pattern Recognition, CTA, Monte Carlo, Options Straddle

quanttrading_py icon quanttrading_py

A mini Quant Trading System with Alpha, Risks, Cost, Portfolio Construction Models.

rustlings icon rustlings

Small exercises to get you used to reading and writing Rust code!

smart-beta-portfolio-optimization icon smart-beta-portfolio-optimization

Built a smart beta portfolio and compared it to a benchmark index by calculating the tracking error. Built a portfolio using quadratic programming to optimize the weights..

stats-notes-iit-isi icon stats-notes-iit-isi

Important Formulae and Notes on Statistics from Courses in IITK, ISID and RKM Narendrapur

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