Name: Muhammed Imran Magsi
Type: User
Company: IBA KARACHI
Bio: I am a Machine Learning & AI enthusiast, interested in the use of data for the design and development of AI/ML Models.
💡Data is a scarce resource, use it well
Twitter: Imran_Bluch
Location: IBA Boys Hostel, Karachi
Muhammed Imran Magsi's Projects
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs). Perfect for ML practitioners and researchers!
This is the assignment to run the Linux system on Windows by using the Docker/ Dockerhub
🏆 A ranked gallery of awesome streamlit apps built by the community
This repository contains everything you need to become proficient in Data Science
:mortar_board: Path to a free self-taught education in Computer Science!
List of Computer Science courses with video lectures.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
Table of Contents 1 - Setup and Imports 2 - Load the Dataset 2.1 - Read and Split the Dataset 2.1.1 - Data Splits 2.1.2 - Label Column 3 - Generate and Visualize Training Data Statistics 3.1 - Removing Irrelevant Features Exercise 1 - Generate Training Statistics Exercise 2 - Visualize Training Statistics 4 - Infer a Data Schema Exercise 3: Infer the training set schema 5 - Calculate, Visualize and Fix Evaluation Anomalies Exercise 4: Compare Training and Evaluation Statistics Exercise 5: Detecting Anomalies Exercise 6: Fix evaluation anomalies in the schema 6 - Schema Environments Exercise 7: Check anomalies in the serving set Exercise 8: Modifying the domain Exercise 9: Detecting anomalies with environments 7 - Check for Data Drift and Skew 8 - Display Stats for Data Slices 9 - Freeze the Schema
🚀 Software Developer Portfolio Template that helps you showcase your work and skills as a software developer.
Explore and Grow is a collection of resources for individuals looking to further their personal and professional development. From career paths to personal growth, this repository offers a wide range of information, tips, and tools to help you achieve your goals. Whether you're just starting out or looking to take your skills to the next level
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Interactive audio in Jupyter based on Tone.js
Large language Models (LLM)
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
Jupyter notebooks for teaching/learning Python 3
😎 Awesome lists about all kinds of interesting topics
For AI Created Paintings
🔥Highlighting the top ML papers every week.
Config files for my GitHub profile.
Curated list of 10,000+ hours and 100+ free certificates in IT, computer science and business.
Execute SQL queries from natural language
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
A practical approach to learning machine learning.