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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Machine Learning Engineering Open Book
Fast and Accurate ML in 3 Lines of Code
Anomaly detection related books, papers, videos, and toolboxes
Automated Machine Learning with scikit-learn
A curated list of awesome DevOps platforms, tools, practices and resources
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
A toolbox to iNNvestigate neural networks' predictions!
Collection of bioinformatics training materials
Euro Truck Simulator 2 autonomous driving solution
Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality of your data.
Compute Word Mover's Distance using a generic word embedding model
An AI-based news summariser for staying updated more easily
Just count how many of code I had written during my Ph.D.