interesting links

a collection of research papers, books, and resources i find interesting

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ml ai

deep learning

music ai

productivity

software eng

research

books

tools

showing 52 of 52 links

Attention Is All You Need

BERT: Pre-training of Deep Bidirectional Transformers

GPT-3: Language Models are Few-Shot Learners

ResNet: Deep Residual Learning for Image Recognition

Generative Adversarial Networks

AlphaGo: Mastering the Game of Go

AlphaFold: Highly accurate protein structure prediction

Vision Transformer (ViT)

CLIP: Learning Transferable Visual Representations

DALL-E 2: Hierarchical Text-Conditional Image Generation

Stable Diffusion: High-Resolution Image Synthesis

ChatGPT: Optimizing Language Models for Dialogue

LLaMA: Open and Efficient Foundation Language Models

Gemini: A Family of Highly Capable Multimodal Models

Sora: Creating video from text

MusicLM: Generating Music From Text

AudioCraft: Generative Audio AI

Jukebox: A Generative Model for Music

MuseNet: Deep Neural Network for Music Generation

Neural Audio Synthesis of Musical Notes

Clean Code: A Handbook of Agile Software Craftsmanship

Design Patterns: Elements of Reusable Object-Oriented Software

The Pragmatic Programmer: Your Journey to Mastery

Refactoring: Improving the Design of Existing Code

Code Complete: A Practical Handbook of Software Construction

The Mythical Man-Month: Essays on Software Engineering

Working Effectively with Legacy Code

Domain-Driven Design: Tackling Complexity in the Heart of Software

Atomic Habits: An Easy & Proven Way to Build Good Habits

Deep Work: Rules for Focused Success in a Distracted World

The 7 Habits of Highly Effective People

Getting Things Done: The Art of Stress-Free Productivity

Make Time: How to Focus on What Matters Every Day

Papers With Code: The latest in Machine Learning

paperswithcode.com

Google Research Blog

OpenAI Research

DeepMind Research

Anthropic Research

GitHub Copilot: Your AI pair programmer

LangChain: Framework for developing LLM applications

Hugging Face: The AI community building the future

Weights & Biases: Developer tools for ML teams

Streamlit: Turn Python scripts into web apps

FastAPI: Modern, fast web framework for Python

fastapi.tiangolo.com

Ray: Unified framework for scaling AI and Python applications

MLflow: Open source platform for ML lifecycle

Kubeflow: Machine Learning Toolkit for Kubernetes

TensorFlow: Open source machine learning platform

PyTorch: An open source machine learning framework

Jupyter: Open source, interactive data science

Docker: Accelerate how you build, share, and run applications

Kubernetes: Production-Grade Container Orchestration