Akshay Agrawal's Projects
Distributed authentication with BFT2F fault tolerance
A Python-embedded modeling language for convex optimization problems.
A machine learning pipeline for classifying MOOC discussion forums.
Submission for the Fake News Challenge
Julia Notebook for Blog Post
Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which is to appear at OSDI 2020
Hessian trace estimation using PyTorch and Hutch++
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Unified framework for building enterprise RAG pipelines with small, specialized models
Models and examples built with TensorFlow
ns2 for research
Mathematical optimization research notebook.
ML & optimization papers that interest me.
Experimenting with projection methods for solving convex feasibility problems.
The Pyodide blog
Write local debuggable Python which traverses your powerful remote infra. Deploy as-is. Unobtrusive, unopinionated, PyTorch-like APIs.
C package that solves convex cone problems via operator splitting
A simple and general framework for signal decomposition
Slides and code from our TensorFlow workshop.
Some TensorFlow implementations of convex optimization control policies
Boilerplate code to use React.js framework in a Tornadoweb server with templates.
A collection of video- game-related projects and scripts.