sifatron

Advanced-QA-and-RAG-Series

This repository contains advanced LLM-based chatbots for Q&A using LLM agents, and Retrieval Augmented Generation (RAG) and with different databases. (VectorDB, GraphDB, SQLite, CSV, XLSX, etc.)

AI-text-to-video-model-from-scratch

In this blog, we will build a small scale text-to-video model from scratch. We will input a text prompt, and our trained model will generate a video based on that prompt.

ai_stock_analysis_dashboard

bdr-tweet

Mining Twitter for Disaster Response

chat-with-mysql-langchain-streamlit

GUI Python Application that allows you to chat with a MySQL database

DRL-for-microgrid-energy-management

llm-rag-with-reranker-demo-st-ollama

LLM RAG Application with Cross-Encoders Re-ranking for YouTube video 🎥

Performance-Analysis-of-Different-Learning-Algorithms-in-Social-Sensing-of-Natural-Disasters

Twitter-Event-Detection

This is an analysis of different machine learning and deep learning techniques used in event detection from tweets. It is a comparison based study of different techniques such as Convolutional Neural Network, LSTM, Perceptron, Stochastic Gradient Descent, Logistic Regression, Bernoulli Naive Bayes, Gaussian Naive Bayes etc.

sifatron/Advanced-QA-and-RAG-Series

This repository contains advanced LLM-based chatbots for Q&A using LLM agents, and Retrieval Augmented Generation (RAG) and with different databases. (VectorDB, GraphDB, SQLite, CSV, XLSX, etc.)

sifatron/AI-text-to-video-model-from-scratch

In this blog, we will build a small scale text-to-video model from scratch. We will input a text prompt, and our trained model will generate a video based on that prompt.

sifatron/chat-with-mysql-langchain-streamlit

GUI Python Application that allows you to chat with a MySQL database

sifatron/llm-rag-with-reranker-demo-st-ollama

LLM RAG Application with Cross-Encoders Re-ranking for YouTube video 🎥

sifatron/ai_stock_analysis_dashboard

sifatron/Applied-Data-Science-Capstone-IBM-Coursera

sifatron/BLAST-Lite

sifatron/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

sifatron/deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

sifatron/DeepSeek-Coder

DeepSeek Coder: Let the Code Write Itself

sifatron/DeepSeek-V3

sifatron/ev-charger-placement

Determine where to place new charging stations on a map based on locations of existing charging stations and points of interest.

sifatron/FinNLP

Democratizing Internet-scale financial data.

sifatron/generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

sifatron/graphcast

sifatron/GraphDataScienceBlogs

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

sifatron/handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

sifatron/job-shop-scheduling-cqm

Determine a schedule for running a set of jobs on a certain number of machines using the LeapHybridCQMSampler.

sifatron/langchain-tutorials

A set of LangChain Tutorials from my youtube channel

sifatron/LLM-Zero-to-Hundred

This repository contains different LLM chatbot projects (RAG, LLM agents, etc.) and well-known techniques for training and fine tuning LLMs.

sifatron/mvrp

Capacitated Vehicle Routing Problem example on D-Wave's hybrid solvers.

sifatron/ollama_pdf_rag

A demo Jupyter Notebook showcasing a simple local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.

sifatron/ollama_streamlit_demos

Streamlit UI for Ollama that has support for vision and chat models

sifatron/open-ev-data

Previously Open Dataset of Electric Vehicle specs. Now part of the Chargeprice API!

sifatron/openai-experiments

sifatron/portfolio-optimization

Solve different formulations of the portfolio optimization problem.

sifatron/ppo-implementation-details

The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

sifatron/public-apis

A collective list of free APIs

sifatron/semaphore-demo-mlops

From Jupyter to production: build an ML pipeline to train an AI image classifier using DevOps and CI/CD

sifatron/vm-load-balancing

Virtual Machine Load Balancing example.