Umar Igan's repositories
Machine-Learning
A set of jupyter notebooks
Python-Turkish-Sentiment-Analysis
A rule based sentiment analysis on turkish stock market bist100 tweets.
timeseries-notebooks
Hello world univariate examples for a variety of time series packages.
Python-Code-Collection
python native codes on engineering, statistics, astrophysics, biology and math.
RealTimeDepthEstimation
Using pretrained GLPNForDepthEstimation model, I build a realtime depth estimation with opencv python
anomaly_detection
Medium post example file
automation-repo
Machine learning and process automation
cds_turkey
data
data-engineering-book
Accumulated knowledge and experience in the field of Data Engineering
llm-course
Course with a roadmap and notebooks to get into Large Language Models (LLMs).
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
minbpe
Minimal, clean, educational code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
ppscore
Predictive Power Score (PPS) in Python
quantstats
Portfolio analytics for quants, written in Python
quick-portfolio
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
Riskfolio-Lib
Portfolio Optimization and Quantitative Strategic Asset Allocation in Python
Solar
Solar calculation appliciation with python tkinter
stochastic-queuing-model-supermarket
This is a stochastic queuing model. It is created to analyze whether it is a good solution to limit number of customers inside a supermarket during COVID-19 pandemic.
yield-curve
A Python/Jupyter notebook project to understand the Yield Curve and its potential for forecasting a recession