Tolga's repositories
electricity-price-forecasting
Developed various models to forecast hourly electricity prices provided by the EXIST Market Transparency Platform
LLMRoboFund
LLMRoboFund is a powerful chatbot empowered with Multi-document RAG. The chatbot is equipped with RetrievalQA and SQL Agents to ease the investment research
Bike-Sharing-Demand-Prediction
Bike Rent Demand Prediction Model
Econ-Dashboard
Created a centralized financial dashboard for screening financial/economic data, sentiment classification, and time-series forecasting. This all-in-one dashboard is equipped with hand-crafted neural network models, including a sentiment classifier with pre-trained embeddings, and LSTM forecast models for different market capitalizations.
customer_deposit_classifier
Streamlit app developed for bank customer deposit prediction, using a fine-tuned XGBClassifier model.
financial-sentiment-classifier
Financial Sentiment Classification (NLP) Model
Guide-To-Deep-Neural-Networks-
This repository serves as your ultimate resource hub for comprehensive guides and tutorials on neural network development. Whether you're a novice or a seasoned practitioner, you'll discover valuable insights and practical tips to navigate the complex world of neural networks.