Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

This is a repo with links to everything you'd ever want to learn about data engineering

Python programs, usually short, of considerable difficulty, to perfect particular skills.

The fastai book, published as Jupyter Notebooks

A guidance language for controlling large language models.

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

Neural Networks: Zero to Hero

Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! W…

This repository contains demos I made with the Transformers library by HuggingFace.

Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode …

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Collection of useful data science topics along with articles, videos, and code

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

A course on aligning smol models.

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…

A comprehensive guide to building RAG-based LLM applications for production.

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Te…

Python class that generates pixel art from images

Python Deep Dive Course - Accompanying Materials

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

The Hitchhiker's Guide to Data Science for Social Good

Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python