PaulJWright

Paul Wright's starred repositories

public-apis

A collective list of free APIs

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developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

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system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

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annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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LLMs-from-scratch

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

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vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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data-engineer-handbook

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

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MLOps-Basics

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awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

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attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

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rejected-github-profile-achievements

😵 GitHub achievements that did not make the cut.

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energy-forecasting

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

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top-cvpr-2023-papers

This repository is a curated collection of the most exciting and influential CVPR 2023 papers. 🔥 [Paper + Code]

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trainbot

Watches a piece of train track, detects trains, and stitches together images of them.

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Algorithms-Illuminated

💡algorithmsilluminated.org by Tim Roughgarden

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SHARPs

The SHARP data includes images of active regions, together with metadata keywords that describe their characteristics, taken by the NASA Solar Dynamics Observatory

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