slack0

sumspeech

A Text / Speech Summarizer

ape_osx

Updated install scripts for OSX data science stack

dl-setup

Instructions for setting up the software on your deep learning machine

ML-Systems

papers on large-scale machine learning and systems

OpenMLOps

bigvalley

courses

fast.ai Courses

cs224n-winter17-notes

Course notes for CS224N Winter17

deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

dotfiles

dupq

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

Lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)

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

SimpleNN

slack0

slack0.github.io

swamy muddu (smuddu) personal site

sumy

Module for automatic summarization of text documents and HTML pages.

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