Raoof Naushad's repositories
AWSathena_s3_python
Simple way to query data from S3 using AWS athena and Boto3
Land-Cover-Classification-using-Sentinel-2-Dataset
Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.
sample-tkinter-application-structure
Creating and Structuring Complex Tkinter Applicaton Python - OOP || how to structure and create a Tkinter application with Python. This follows an object oriented approach. The below link will direct you to the blog link with more description on how to do it.
Opencv_Cheatsheet
OpenCV Cheatsheet for essential and advanced Image Processing.
UNET_SALT_DETECTION
Competition Overview - Source: Kaggle Several areas of Earth with large accumulations of oil and gas also have huge deposits of salt below the surface. But unfortunately, knowing where large salt deposits are precisely is very difficult. Professional seismic imaging still requires expert human interpretation of salt bodies. This leads to very subjective, highly variable renderings. More alarmingly, it leads to potentially dangerous situations for oil and gas company drillers. To create the most accurate seismic images and 3D renderings, TGS (the world's leading geoscience data company) is hoping Kaggle's machine learning community will be able to build an algorithm that automatically and accurately identifies if a subsurface target is salt or not.
LLAMA-RAG-Workspace
This repository is dedicated to exploring and implementing the LLAMA index and RAG techniques with OpenAI's tools and resources.
mechanistic_intepreteability
Explore the interpretability of language models with TransformerLens in this repository. We leverage Hugging Face Transformers and the mechanistic interpretability package to reverse engineer the algorithms learned by these models during training, shedding light on their inner workings.
rag_with_chroma
A dynamic exploration of LLaMAindex with Chroma vector store, leveraging OpenAI APIs. This repository contains four distinct example notebooks, each showcasing a unique application of Chroma Vector Stores ranging from in-memory implementations to Docker-based and server-based setups.
Transformer-Reversed-Integer-Seq2Seq
Explore the essence of Transformer architecture with our Python repository. Featuring a minimalist Seq2Seq Transformer, this educational project focuses on reversing integer sequences. Uncover the fundamentals without external libraries, making it an ideal entry point for understanding Transformers. Start your educational journey today.
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
ai-scraper
Automatic Scraper utilizing LLMs and RAG
Calculator-APP
Simple calculator app using Tkinter library.
generativeai
A collection of pet projects demonstrating the latest advancements and applications in Generative AI.
raoofnaushad
My Github Profile
tensorflow-projects
Recollecting everything for tensorflow certification program