aiden choi's starred repositories
awesome-behavioral-interviews
Tips and resources to prepare for Behavioral interviews.
Ranking_Papers
Papers on recommendation system / search ranking.
ml-system-design
Machine Learning System Design
Complete-ML-System-Design-with-ML-Case-Studies-
This repository contains everything you need to become proficient in ML System Design with Case Studies
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
MLfromscratch
Machine Learning algorithm implementations from scratch.
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
4DGaussians
[CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
sd-webui-controlnet
WebUI extension for ControlNet
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
gigagan-pytorch
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
prolificdreamer
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)
stable-dreamfusion
Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.
basic-computer-games
An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common MEMORY SAFE, SCRIPTING programming languages. See https://coding-horror.github.io/basic-computer-games/
youtube-transcript-api
This is a python API which allows you to get the transcript/subtitles for a given YouTube video. It also works for automatically generated subtitles and it does not require an API key nor a headless browser, like other selenium based solutions do!
tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers
recreation-gov-campsite-checker
Scrapes the recreation.gov website to check for campsite availabilities 🏕🏕
prompt-tuning
Original Implementation of Prompt Tuning from Lester, et al, 2021
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more