This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

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

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing …

A VIM-inspired filemanager for the console

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

[CVPRW'23 Best Paper Award] Zero-shot Unsupervised Transfer Instance Segmentation

Examples and guides for using the OpenAI API

A playbook for systematically maximizing the performance of deep learning models.

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

VisualEchoes Dataset (ECCV 2020)

Facestar dataset. High quality audio-visual recordings of human conversational speech.

A self-supervised learning framework for audio-visual speech

Declarative visualization library for Python

Interactive Data Visualization in the browser, from Python

This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.

Port of OpenAI's Whisper model in C/C++

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

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

🚀 A curated list of awesome resources for product/program managers to learn and grow.

Data science interview questions and answers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

A C++ standalone library for machine learning

A collection of modern/faster/saner alternatives to common unix commands.

End-to-end ASR/LM implementation with PyTorch

🎛 🔊 A Python library for audio.

Oboe is a C++ library that makes it easy to build high-performance audio apps on Android.

Flops counter for neural networks in pytorch framework