Pinned Repositories
AdvancedPlotting
Repo including the source code for https://medium.com/p/c2561b8c0f1f/
Data-science-1
Collection of useful data science topics along with articles, videos, and code
FinMathematics
Books
Intelligent-BackTesing-System
Event-Driven BackTesting Framework
marketing_results_prediction
An experiment/project that uses supervised learning methods to understand and predict the success of a marketing strategy on individual customers. It is based on algorithms of scikit-learn and tf.estimator
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
pca
pca is a python package to perform Principal Component Analysis and to create insightful plots.
Python_Option_Pricing
An libary to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options
SDGym
Benchmarking synthetic data generation methods.
streamlit-analytics
👀 Track & visualize user interactions with your streamlit app
predictionengineer's Repositories
predictionengineer/Data-science-1
Collection of useful data science topics along with articles, videos, and code
predictionengineer/AMSC460-Final-Project
Monte Carlo Simulations
predictionengineer/Blog-Posts
Code and notebooks for my Medium blog posts
predictionengineer/cheatsheets
Official Matplotlib cheat sheets
predictionengineer/code-1
Example application code for the python architecture book
predictionengineer/COMP3931-model
Final year project: computational economics, agent-based model, financial accelerator
predictionengineer/Compass_Real_Estate_Time_Series_Modeling
Compass Real Estate is interested in investing in lower priced housing, under $300,000, for a smaller but more consistent revenue stream to supplement their luxury housing investments. has comissioned this project team to analyze and build a time series model to determine the most profitable top five zipcodes.
predictionengineer/cookiecutter
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
predictionengineer/dash-sample-apps
Open-source demos hosted on Dash Gallery
predictionengineer/Deep-Reinforcement-Learning-Hands-On-Second-Edition
Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt
predictionengineer/Finance_projects
This Python script analyzes stock data, calculates the Weighted Average Cost of Capital (WACC), Net Present Value (NPV), and Internal Rate of Return (IRR) for a financial project, and conducts a Monte Carlo simulation. It also generates and saves plots and results in an Excel file.
predictionengineer/Financial-Analysis-and-Strategic-Insights-Report
This report presents a comprehensive analysis of five key projects undertaken by the finance team, each contributing to informed decision-making and strategic planning. The projects cover risk and return analysis, revenue projection, business development opportunities, capital project investment, and data analytics for pricing trends.
predictionengineer/Financial-Derivative-Analysis-and-Simulation
Pricing and Analysis of Financial Derivative by Credit Suisse using Monte Carlo, Heston Model, CIR model, estimating greeks such as delta, gamma etc, Local volatility model incorporated with variance reduction.(For MH4518 Project)
predictionengineer/Financial-Planning-30-year-Monte-Carlo-simulation
In this project, I will create a finance planner prototype to predict my client's portfolio value in 30 years.
predictionengineer/Financial_Metrics_Machine_Learning
This is a demonstration on how to calculate different financial metrics necessary for a company to accept or not a certain investment or project.
predictionengineer/key-performance-indicator
Key performance indicator (KPI) examples for metrics, measurements, objectives and key results (OKRs)
predictionengineer/Medium-Articles
Code I use in my medium blog/articles.
predictionengineer/miykael.github.io
Repo for my personal page: https://miykael.github.io/
predictionengineer/mlcourse.ai
Open Machine Learning Course
predictionengineer/objectives-and-key-results
Objectives and Key Results (OKR) examples for goals, tasks, plans, projects, and strategy.
predictionengineer/PyPSA
PyPSA: Python for Power System Analysis
predictionengineer/RealRisk-PowerPlantNPV
repo to store scripts and related files on a project calculating NPV of a nuclear power plant using monte carlo methods
predictionengineer/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
predictionengineer/sec-edgar-downloader
📈 Download filings from the SEC EDGAR database using Python
predictionengineer/Simulation-
Monte Carlo Simulation in excel project duration.
predictionengineer/start-machine-learning
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2023 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
predictionengineer/StorageVET
StorageVET 2.0 is a valuation model for analysis of energy storage technologies and some other energy resources paired with storage. The tool can be used as a standalone model, or integrated with other power system models, thanks to its open-source Python framework. Download the executable environment and learn more at https://www.storagevet.com.
predictionengineer/texthero
Text preprocessing, representation and visualization from zero to hero.
predictionengineer/the-art-of-command-line
Master the command line, in one page
predictionengineer/tradingbot22-tradingbots