Anirban Das's Projects
The aim is to implement an end to end dnn every week or so from cv/nlp etc.
A collection of algorithms and data structures
Robust recipes for to align language models with human and AI preferences
Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
:books: List of awesome university courses for learning Computer Science!
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
:closed_book: :sunglasses: Mostly a collection of research papers categorized into broad topics in federated learning.
A curated list of awesome Machine Learning frameworks, libraries and software.
a curated list of awesome streaming frameworks, applications, etc
The open source version of the AWS Greengrass developer guide
aws greengrass samples
SDK for connecting to AWS IoT from a device using Python.
Samples for Azure IoT starter kits.
Code for Global Convergence of Block Coordinate Descent in Deep Learning (ICML 2019)
A simple Blockchain in Python
Code for the paper "Let’s Make Block Coordinate Descent Go Fast"
A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud
A monitoring tool for remote monitoring of Computer Clusters through browser.
:art: Generative artwork in node/browser based on a seeded random
Configuration library for JVM languages
Coursera Advanced Data Science with IBM Specialization
Coursera NLP Specialization
All work done related to CSCI 6360 Parallel Computing, RPI Spring 2018
cuML - RAPIDS Machine Learning Library
Materials for a short course on convex optimization.
A Python-embedded modeling language for convex optimization problems.
Convolutional Neural Networks