The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Supercharge Your Model Training

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Try out deep learning models online on Google Colab

Code for STFT Transformer used in BirdCLEF 2021 competition.

All Algorithms implemented in Python

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

1st place solution for Clog Loss: Advance Alzheimer’s Research with Stall Catchers

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

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

Notes for Deep Learning Specialization Courses led by Andrew Ng.

Supplementary material to the review series: Object Detection and Image Segmentation with Deep Learning on Earth Observation Data

A Pytorch implementation of "describing videos by exploiting temporal structure", ICCV 2015

Deep Learning for Time Series Classification

Video Generation from Images

Deep Learning for Time Series Classification

A curated list of resources on implicit neural representations.

A Deep Learning based project for creating line art portraits.

Tutorial Materials for ICCV19

Learn about Machine Learning and Artificial Intelligence

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.