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apache_spark_pyspark

backtrader

Python Backtesting library for trading strategies

bokeh

Interactive Data Visualization in the browser, from Python

ccxt

A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges

chart-simulator

Trading Simulator and Charting Application

design-and-implementation-of-a-real-time-portfolio-risk-management-system

Monitoring and managing the risk exposure of a trading book in real-time

flask_application_with_docker_and_kubernetes

Creation, containerization, and deployment of a Flask Python web application using Docker and Kubernetes. The environment is orchestrated through Minikube.

freqtrade

Free, open source crypto trading bot

hand_gesture_recognition_for_ar_vr_interfaces

Gesture recognition developed using TensorFlow and OpenCV. The project aims to accurately identify hand gestures from static images, focusing on the classic gestures of rock, paper, and scissors. This application is a stepping stone towards recognition tasks in AR/VR environments.

harnessing_ai_in_quantitative_finance

Harnessing AI in Quantitative Finance: Predicting GDP using Gradient Boosting, Random Forest, Linear Regression and LSTM Models

high-frequency-trading-algorithm

a simple market making HFT code using FRED API key

hyper_parameter_optimization_machine_learning

Bayesian Optimization, SHAP, and traditional evaluation matrices for ML. Focusing on decision tree classifier for hyperparameter tuning, interpretability, and robustness of performance metrics.

interest-rate-swaps-pricing-model

Interest Rate Swaps Pricing Model

llm_security_and_performance_enhancement_suite

A toolkit designed to enhance the security, performance, and fairness of Large Language Models (LLMs). Features include veracity checking, prompt injection defense, data drift detection, model performance monitoring, bias detection, and providing explainable AI insights.

machine-learning-for-trading

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

mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

openbbterminal

Investment Research for Everyone, Everywhere.

options_pricing_in_cpp

Monte Carlo method to price European options using GBM and Heston models. Leveraging the computational efficiency of C++, our simulations reveal distinct price paths for each model.

plm_system_with_sqlite_and_python

PLM system from using SQL and Python for PCB database management, issue tracking, version control, dashboard and reporting, revision locking/unlocking, workflow automation, branching and merging of designs, and REST API for integration with other tools and platforms

pybind11

Seamless operability between C++11 and Python

pyetrade

Python E-Trade API Wrapper

real-time_video_processing_application

Video processing using OpenCV in C++. Live video capture from the webcam, apply filters, detects faces, show live histograms, take snapshots, and record video

renegade-way

Option Trading Application

signal_and_image_processing

Fundamental concepts in signal processing and image processing. Practical examples for signal conditioning, sensor calibration, and various image processing techniques like Fourier Transforms and edge detection.

sql

sql-data-analysis-and-visualization-projects

SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

statistical_arbitrage_basic_implementation

Basic statistical arbitrage strategy using the S&P and DJX indexes, focusing on pairs trading and mean reversion.

statsmodels

Statsmodels: statistical modeling and econometrics in Python

trading_platform

Full trading platform: automated data fetch/clean, feature augmentation, AI model (trained GB AWS, validation/testing), backtesting, real-time execution (w/ risk management, portfolio optimization and order management modules), evaluation module and GUI.

video_stabilization_tool

Stabilizing shaky videos using Python and OpenCV. A video stabilization script that leverages the ECC algorithm to align video frames and mitigate the effects of camera shake. Also, features a user-friendly Tkinter GUI for a side-by-side comparison