Nicolas Perez Roa's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
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
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-mlops
A curated list of references for MLOps
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.