akshayka

hessian_trace_estimation

Hessian trace estimation using PyTorch and Hutch++

optimization

Mathematical optimization research notebook.

papers

ML & optimization papers that interest me.

edxclassify

A machine learning pipeline for classifying MOOC discussion forums.

ns2.35

ns2 for research

tf_cvxpylayers_control

Some TensorFlow implementations of convex optimization control policies

projection-methods

Experimenting with projection methods for solving convex feasibility problems.

akshayka

gaussian-random-walks

Julia Notebook for Blog Post

tensorflow-workshop

Slides and code from our TensorFlow workshop.

bft2f

Distributed authentication with BFT2F fault tolerance

models

Models and examples built with TensorFlow

signal-decomposition

A simple and general framework for signal decomposition

video-games

A collection of video- game-related projects and scripts.

cvxpy

A Python-embedded modeling language for convex optimization problems.

fnc-dak

Submission for the Fake News Challenge

gavel

Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which is to appear at OSDI 2020

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

pluto-developer-instructions

pyodide-blog

The Pyodide blog

scs

C package that solves convex cone problems via operator splitting

tornado-reactjs

Boilerplate code to use React.js framework in a Tornadoweb server with templates.