Projects in Awesome Lists by ThePredictiveDev

https://github.com/thepredictivedev/automated-financial-market-trading-system

This project is a Python-based trading simulator that allows users to simulate trading strategies, manage an order book, and interact with a mock trading environment using various algorithmic traders. The simulator includes a FIX (Financial Information eXchange) protocol handler, a market-making algorithm, and synthetic liquidity generation.

algorithmic-strategies algorithmic-trading automated-trading backtesting financial-engineering financial-markets financial-simulation fix-protocol matching-engine neural-networks order-book python-trading python-trading-smart-bot quantitative-finance sentiment-analysis trading-simulator yfinance-api

Last synced: 10 Oct 2025

https://github.com/thepredictivedev/modern-portfolio-theory-in-python

This project implements MPT in Python to help investors optimize their portfolio by finding the ideal combination of assets for their investment. The primary goal is to create a portfolio that maximizes return and minimizes risk.

finance financial-analysis mathematical-modelling modern-portfolio-theory portfolio python quantitative-finance stock-market stocks

Last synced: 10 Oct 2025

https://github.com/thepredictivedev/option-pricing-models-and-pricing-display-tool

A comprehensive Python-based tool for real-time option pricing and analysis. This project integrates various option pricing models, including Black-Scholes, Binomial Tree, Monte Carlo, Heston, Merton Jump Diffusion, Hull-White, and Trinomial Tree models. It also provides detailed calculations of the Greeks and volatility measures

Last synced: 24 Jan 2026

https://github.com/thepredictivedev/company-rating-calculator

A simple script to calculate the rating and default spread of a company based on the interest coverage ratio

Last synced: 10 Aug 2025

https://github.com/thepredictivedev/dino-playing-rl-agent-using-dqn

Using screen captured frames from the computer as input, we train an RL agent using the DQN algorithm with the CNN policy to play the Dino Game

Last synced: 04 Oct 2025

https://github.com/thepredictivedev/financial-news-classifier-using-conv1d-nn

Used a Conv1D Neural Network to Create a Financial News Classifier with 98% accuracy

conv1d-neural-networks data-science deep-learning financial-news-classifier machine-learning natural-language-processing news-analysis python sentiment-analysis stock-market-prediction tensorflow text-classification

Last synced: 27 Feb 2026

https://github.com/thepredictivedev/ema-based-trading-strategy-in-python

Writing a simple algorithm to generate trading signals based on fast and slow exponential moving average crossover

Last synced: 22 Mar 2025

https://github.com/thepredictivedev/melanoma-detecting-cnn

A Project where I developed a convolution neural network to detect whether a skin tumor is malignant or benign based on the image of the tumor

Last synced: 16 Sep 2025

https://github.com/thepredictivedev/super-mario-playing-agent-using-ppo

An agent trained using the principles of SPTDL using PPO RL algorithm on a CNN.

Last synced: 22 Mar 2025

https://github.com/thepredictivedev/dcf-automator-program

Automates the reduntant calculations required in a DCF and gives immense user input control making sure you provide the shareholders with accurate valuationd

Last synced: 22 Mar 2025

https://github.com/thepredictivedev/cfd-based-maze-solver

Using a simple diffusion based model to simulate fluid flow and solve a simple maze

Last synced: 30 Dec 2025

https://github.com/thepredictivedev/amortization-engine

A simple loan payment calculator coded in cpp as introduction to cpp for finance

Last synced: 16 Oct 2025

https://github.com/thepredictivedev/biopaywebapp

Minimal biometric payment web app prototype with basic HTML front end.

authentication biometrics html payments security webapp

Last synced: 10 Feb 2026

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