Mahrukh's Projects
Google Summer of Code 2019 (GSoC' 19) - Annotating NewsScape and Expanding FrameNet
NumFOCUS Google Summer of Code Materials
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
This repository contains all the resources and solution to quizzes given and asked in IBM Data Science Professional Certification.
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current issues and future directions.
LLMDet is a text detection tool that can identify which generated sources the text came from (e.g. large language model or human-write).
Implementing a ChatGPT-like LLM from scratch, step by step
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡
Machine Learning and Causal Inference taught by Brigham Frandsen
machine learning and deep learning tutorials, articles and other resources
Machine learning applied to fiber-optic sensors
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
Microseismic event detection on fiber-optic data using machine learning
Microsoft Power BI Data Analyst Certification Guide, published by Packt
Machine learning lessons and teaching projects designed for engineers
Microsoft Power BI Data Analyst Professional Certificate
Recommending Music using a Convolutional Neural Network.
The purpose of this Personalized Music Recommendation Engine is to use reinforcement learning approach to build a music recommender system and to formulate the problem of interactive recommendation as a contextual multi-armed bandit, learning user preferences recommending new songs and receiving their ratings.
Natural Language Processing Best Practices & Examples
📋 A list of open LLMs available for commercial use.
Open Source Computer Vision Library
🐚 OpenDevin: Code Less, Make More
Operating LLMs in production