Swamy Muddu's repositories
ML-Systems
papers on large-scale machine learning and systems
cs224n-winter17-notes
Course notes for CS224N Winter17
ex_chainers
chainers
infinite_ae_cf
[ NeurIPS '22 ] ∞-AE model's implementation in JAX. Kernel-only method outperforms complicated SoTA models with a closed-form solution and a single hyper-parameter.
instructor-embedding
One Embedder, Any Task: Instruction-Finetuned Text Embeddings
interactive-coding-challenges
Continually updated, interactive, test-driven Python coding interview challenges (algorithms and data structures).
keras-resnet
Residual networks implementation using Keras-1.0 functional API
maximum-awesome
Config files for vim and tmux.
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
pipelines_and_featureunions
An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.
presentation
Presentation for Kaizen Data Conference September 16, 2016
pytextrank
Python implementation of TextRank for text document NLP parsing and summarization
slack0.github.io
swamy muddu (smuddu) personal site
WhileMyMCMCGentlySamples
my blog
word2vec-workshop
word2vec workshop - a conceptual introduction and practical application
you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool tools