Swamy Muddu's Projects
Up to date list of the most interesting papers in AI
Updated install scripts for OSX data science stack
Completed assignments from Coursera Machine Learning course - March 2014
fast.ai Courses
Course notes for CS224N Winter17
Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation
Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras
MIT Deep Learning Book in PDF format
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
Instructions for setting up the software on your deep learning machine
chainers
Library for fast text representation and classification.
A Python interface for Facebook fastText
[ 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.
One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Continually updated, interactive, test-driven Python coding interview challenges (algorithms and data structures).
Residual networks implementation using Keras-1.0 functional API
A partially and lazily sorted list data structure for Python
This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.
Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)
Lucius color scheme
Config files for vim and tmux.
Source code accompanying O'Reilly book: Machine Learning Design Patterns
papers on large-scale machine learning and systems
The simplest, fastest repository for training/finetuning medium-sized GPTs.