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AI Observability & Evaluation

Jupyter Notebook 3,851 286 Updated Nov 6, 2024

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Python 9,165 860 Updated Jul 1, 2024

The official PyTorch implementation of Google's Gemma models

Python 5,280 508 Updated Jul 31, 2024
Jupyter Notebook 5 1 Updated Mar 30, 2024

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models l…

Jupyter Notebook 5,511 871 Updated Nov 1, 2024

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

7,464 1,047 Updated Mar 14, 2024

Curated list of data science interview questions and answers

3,345 769 Updated Sep 29, 2024

Essential Guide to keep up with AI/ML/DL/CV

1,037 126 Updated Mar 8, 2022

Visualize Tensorflow's optimizers.

Python 370 55 Updated Mar 7, 2018

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

6,259 843 Updated Dec 3, 2020

A collection of various deep learning architectures, models, and tips

Jupyter Notebook 16,722 4,008 Updated Feb 8, 2024

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

2,593 503 Updated Dec 17, 2019

Oxford Deep NLP 2017 course

15,681 3,578 Updated Jul 2, 2023

Deep Learning for humans

Python 61,975 19,470 Updated Nov 5, 2024

The Julia Programming Language

Julia 45,711 5,486 Updated Nov 6, 2024

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…

Python 23,974 4,590 Updated Oct 15, 2023

All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.

Jupyter Notebook 213 139 Updated Aug 17, 2018

Tutorials and my solutions to the Udacity NLP Nanodegree

HTML 90 63 Updated Sep 13, 2018

An intuitive approach to creating deep learning models

JavaScript 370 61 Updated Jan 4, 2023

scikit-learn: machine learning in Python

Python 60,024 25,389 Updated Nov 5, 2024

A complete computer science study plan to become a software engineer.

306,465 76,808 Updated Sep 13, 2024

A complete daily plan for studying to become a machine learning engineer.

28,146 6,201 Updated Jun 11, 2024

🎯 Personal roadmap to get a deeper knowledge in Data Science and related areas

164 60 Updated Jul 8, 2018

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

Jupyter Notebook 5,451 2,157 Updated Jun 18, 2023

😎 Awesome lists about all kinds of interesting topics

331,741 27,857 Updated Oct 29, 2024

Pre-processing and training scripts for the Tarteel Dataset

Jupyter Notebook 187 54 Updated Nov 10, 2021

A curated list of awesome TikZ documentations, libraries and resources

1,506 135 Updated Oct 5, 2024

Teaching Materials for Dr. Waleed A. Yousef

Mathematica 1,001 321 Updated Jun 22, 2024

Animation engine for explanatory math videos

Python 70,156 6,170 Updated Oct 27, 2024
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