Natalia (Natasha) Frumkin's repositories
forecast-prometheus
A collection of analysis, and machine learning techniques for time series forecasting w/ Prometheus metrics
SegmentationAlgorithms
A comparative view of traditional machine learning approaches with max-flow algorithms for simple foreground/background image segementation. A final project for EC504, Advance Data Structures and Algorithms
BRECQ
Pytorch implementation of BRECQ, ICLR 2021
darts-pt
[ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS
devlopr-jekyll
Build and Deploy your Static Site :rocket: using this beautiful Jekyll Theme built for Developers
jemdoc_website
a personal website developed with Jemdoc, Python2.7, and HTML
nfrumkin.github.io
a personal website using the developr jekyll template
Online-Gradient-Methods
A project for Nonlinear Optimization on online gradient methods.
Online-Learning-Toolbox
An online learning toolbox for python
playground
PlayGround: AI Research into Multi-Agent Learning.
smoothquant
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
train-prometheus
A simple application to collect data from a prometheus host and train a model on it