Yunus GÜMÜŞSOY's starred repositories
graph-theory
Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Model & Erdős-Rényi; graph theory algorithms involving Gillespie, Bron Kerbosch, Ramsey, Bellman Ford, A*, Kruskal, Borůvka, Prim, Dijkstra, DSatur, Randomized Distributed, Vizing, Topological Sort, DFS, BFS
machine-learning
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression
quant-trading
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
AI-for-Trading
Projects completed for Udacity's "AI for Trading" Nanodegree
MultiFactorModel
A simple multi-factor risk model.
MultipleFactorRiskModel
This project explores the way to construct the multiple factor risk model to calculate the risk contribution of each factor and the total portfolio risk using daily stock data from China.
Barra-Multiple-factor-risk-model
Barra-Multiple-factor-risk-model
FinanceDatabase
This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.
advanced-forecasting-python
Source Code for 'Advanced Forecasting with Python' by Joos Korstanje
advanced-forecasting-python
Source Code for 'Advanced Forecasting with Python' by Joos Korstanje
python-cyber-security
"Advanced Keylogger" written in Python with features including taking screenshots, recording microphone, gather clipboard contents, and getting system information
MATLAB-101
Welcome to the MATLAB world :)
awesome-ml-privacy-attacks
An awesome list of papers on privacy attacks against machine learning
Soul-Engine
Physically based renderer and simulation engine for real-time applications.
data-centric-ai
Resources for Data Centric AI
cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
great_expectations
Always know what to expect from your data.