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All Algorithms implemented in Python
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Model Context Protocol Servers
Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Concise, consistent, and legible badges in SVG and raster format
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.
A Deep Learning based project for colorizing and restoring old images (and video!)
Code samples for my book "Neural Networks and Deep Learning"
A collection of various deep learning architectures, models, and tips
Simple, unified interface to multiple Generative AI providers
Super Resolution for images using deep learning.
Techniques for deep learning with satellite & aerial imagery
A Python implementation of global optimization with gaussian processes.
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
Deep Learning Specialization by Andrew Ng on Coursera.
A library to generate LaTeX expression from Python code.
Efficiently computes derivatives of NumPy code.
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
🏅 Collection of Kaggle Solutions and Ideas 🏅
Data Science Using Python
An AI-powered data science team of agents to help you perform common data science tasks 10X faster.
A sample MySQL database with an integrated test suite, used to test your applications and database servers
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1