Halil İbrahim Ergül's repositories
Fine-Tuning-LLM
Fine-tune open source LLMs with PEFT
NLP_project
This is my final project on NLP via using topic modeling and sentiment analysis
stat_rethinking_2022
Statistical Rethinking course winter 2022
AutoEncoders-HW
autoencoders
Big-Data-Processing
This repo contains my codes for the course Big Data Processing using RDD and pyspark frameworks
courses-introduction-to-sql
Introduction to SQL by Nick Carchedi
Cs512-Machine-Learning
Includes my homework codes for ML course
CS515-Deep-Learning
This repo contains my from the scratch model codings of DL models, homeworks
DL_project
Fine-tuning an LLM on Recommendation Task
datacamp-python-data-science-track
All the slides, accompanying code and exercises all stored in this repo. 🎈
ESS-Survey-Analysis
Comparative Analysis of UK and Germany in ESS Survey
Evaluating-LDA
Repo for my talk at the PyData Berlin 2017 conference
IF100-Computational_Approaches_to_Problem_Solving
Coding Assignments of IF100 Course at Sabancı University Fall 20'.
QRM
In-class material for INTL 601 Quantitative Research Methods (Koç University)
sd-webui-regional-prompter
set prompt to divided region
statistical-modeling
advance the code
Topic-Modeling-on-Amazon-Reviews-using-LDA
As the players in the e-commerce market strive to stay competitive by using advanced machine learning techniques, we have tried to bring in a new perspective to analyzing customer reviews by bundling them into broad topics to get a better sense of customer experience.
TwitterScraper
Repository containing all files relevant to my basic and advanced tweet scraping articles.