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Isuru Alagiyawanna (@machinelearningzuu)

machinelearningzuu

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awesome-llm-projects

Welcome to the "Awesome LLM Projects" repository! This collection is dedicated to curating a list of outstanding Language Model projects from the community that showcase the incredible potential of these models across various domains with very unique use-cases

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RAG-University

Welcome to the RAG University repository! This repository contains code implementations for Retrieval-Augmented Generation (RAG) models, specifically designed for Language Model (LM) tasks. RAG models combine the strengths of both retrieval and generation approaches, enhancing the capabilities of LLMs.

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build-generative-ai-apps-with-langchain

"Build Generative AI Apps with LangChain" is a repository that contains a comprehensive framework for building generative AI applications using LangChain, an innovative language modeling platform. This repository includes all the necessary code and documentation to help developers quickly build and deploy generative AI applications

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apple-mlx-tutorials

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Network-Traffic-Classification

Deep Learning model for analysis and identify the application for given Teletraffic pattern. 1D convolution and FFN models using for this task

LLM-Notebooks

Welcome to the "LLM Notebooks" repository, dedicated to exploring and understanding the capabilities of Large Language Models (LLMs). This collection of Jupyter notebooks serves as a comprehensive resource for experimenting with state-of-the-art language models, including but not limited to OpenAI's GPT-3.5.

everything-about-transformers

This Project Repository Contains different implementations of graphs in NLP, CV and Graphs. Transformers have direct impact on advanced generative AIs including ChatGPT, DALL-E2

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Power-System-Reinforcement-Learning-Agent

LLM-BOTS

Get ready to embark on an exciting journey into the realm of Large Language Models (LLMs) and chatbots. LLM BOTS is your dedicated repository for exploring the fascinating world of AI-driven conversational agents, their development, applications, and the latest trends in the field.

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experiments-on-large-language-models

This Repository Contains Different Experiments on LLMs with Hugging Face, Open AI, Pinecone, Lang Chain along with SOTA LLMs like GPT-X, LLAMA, BARD

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TensorFlow-Advanced-Techniques-Specialization-Coursera-deeplearning.ai

#Coursera #Tensorflow #DistributedLearning #ComputerVision #GenerativeModels #CustomOps

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mastering-llm-apps

Welcome to Build LLM Apps with LangChain, your gateway to creating powerful applications using Large Language Models (LLMs) powered by LangChain technology.

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machinelearningzuu

everything-about-graph-neural-nets

In this repo I have implement different applications of GNN which covers Node Level, Edge level, Graph level tasks with different GNN variants such as GCN, GAT, Graph SAGE

RAGDynamics

Welcome to RAGDynamics, a repository dedicated to exploring and understanding the dynamics of Retrieval-Augmented Generation (RAG) models in the year 2024. We mainly focus on new data parsers, upgraded tools and techniques

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Advanced-RAG-Experiments

Explore the cutting-edge world of advanced retriever and generator (RAG) models through the "Advanced-RAG-Experiments" repository. This collection of Jupyter notebooks and experiments is designed to provide a deep dive into the capabilities and nuances of advanced RAG models in the field of natural language processing.

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Pytroch-Examples

Pytroch is the most successful deep learning framework which can handle multiprocessing tasks really easily.Here contain some basic examples for deep learning for NLP, Computer Vision and general Classification tasks.

MicroGrid-RL-Agent

Binary-Image-Classification-with-Keras-and-PyTroch

Diabetic-Retinopathy-Detection-and-Grading

PyTorch-for-Begineers

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Voice-Detection-App-with-PyTorch

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COOL-LLM-Projects

Cool LLM Projects 2024 is a showcase of cutting-edge applications, experiments, and research endeavors leveraging the power of Large Language Models. This repository aims to inspire and inform researchers, developers, and enthusiasts about the diverse possibilities and advancements in the field of LLMs.

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ai-universe

In this repo I'm gonna implement any AI/ML/DL/RL/NLP/CV/GNN project I found 😇 anywhere. please provide if you have any new project ideas

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LLM-University

Welcome to LLM University, a comprehensive repository for exploring and harnessing the power of Large Language Models (LLMs) in the world of natural language processing and understanding.

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Model-Deployment-with-Flask-and-Tensorflow.js

with the development of model effiency, processing capabilities and accuarcy we need good tools to effient our deployment aswell.

Multiclass-Image-classification-with-Keras-and-PyTroch

LLMPro

Welcome to LLMPro – a repository dedicated to providing experiments on RAG for Variety of Data Sources and Vector DBs and Optimizations with make sure that you can scale for real-world applications.

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Body-Measurements-using-SMPL-Heroku-App

Deep-Noise-Suppression-using-GANs-PyTorch

Noise Suppression of Audio files using Generative Adversarial Networks. The Framework used here for model Deep Learning is PyTorch because of it's processing capabilities

llmops-circleci-basics

Mnist-Classifier-with-Keras-and-PyTroch

Mnist Classifier based on csv pixel values

Face-Mask-Detection

AI-Driven-Tech-Talk

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Doggy-Disease-Detection

local-devin-sample

LLM-in-Production

Welcome to the "LLM in Production" repository! This project aims to provide a comprehensive guide and resources for deploying and managing Large Language Models (LLMs) in production environments.

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Queue-Length-Estimation-using-RSSI-Deep-Learning

Automatic-Grading-System-for-JAVA-programming

Automatic Marking Rubric System developed using Deep Natural Language Processing to analyze the similarity of 2 codes (lecturer and a student) & return similarity score

Sarcarsm-Headline-Prediction

Past studies in Sarcasm Detection mostly make use of Twitter datasets collected using hashtag based supervision but such datasets are noisy in terms of labels and language. Furthermore, many tweets are replies to other tweets and detecting sarcasm in these requires the availability of contextual tweets.

TF2-GradientTape-Examples

This Repository Contains examples for Tensorflow 2.x Eager execution (Gradient Tape) techniques and examples contain ANN, CNN, RNN models with entire Tensorflow ETL pipeline

pytorch-notebooks

In this repository I'm implementing PyTorch based Deep Neural Networks from basic ANN to Advanced Graph Neural Networks. Please suggest if you have any ideas

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