Dipsingh

isis_clab

ISIS Lab

cloud-te-tutorial

complex_seasonality_talk

Coursera-Deep-Learning-Specialization

Programming assignments and lecture notes of the Deep Learning Specialization taught by Andrew Ng and offered by deeplearning.ai on Coursera.

coursera-deeplearning-specialization

Coursera Deep Learning Specialization and Supporting Books.

data-science-complete-tutorial

For extensive instructor led learning

datascience

Curated list of Python resources for data science.

deep-learning-specialization-coursera

Become a Machine Learning expert. Master the fundamentals of deep learning and break into AI. Recently updated with cutting-edge techniques!

DimensionReduction

Short course on dimension reduction for AMSI

dipsingh.github.io

My personal blog.

DOTE

ETC3550Slides

Slides for a forecasting course based on "Forecasting: Principles and Practice"

FabricEval

An evaluation framework for data center traffic engineering.

forecasting_workshop

fpp3_slides

Slides to accompany Forecasting: Principles and Practice, 3rd edition

Hands-On-Data-Analysis-with-Pandas

Materials for following along with Hands-On Data Analysis with Pandas.

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

Net2Plan

Net2Plan is a free and open-source Java tool devoted to the planning, optimization and evaluation of communication networks. It has been originally thought as a tool to assist the teaching of communication networks courses. Eventually it has converted into a powerful network optimization and planning tool for the academia and industry, together with a growing repository of network planning resources.

networkit

NetworKit is a growing open-source toolkit for large-scale network analysis.

ns.py

ns.py: a Pythonic Discrete-Event Network Simulator

performance-modeling

Book "Performance Modeling and Analysis of Communication Networks" by Tran-Gia, P. & Hossfeld, T. (2021). Würzburg University Press. https://doi.org/10.25972/WUP-978-3-95826-153-2

Poseidon

A NS-3 implementation of Poseidon congestion control algorithm (NSDI 2023).

Practical-Time-Series-In-Python

Practical guidance for time series analysis in Python

scalecast

The practitioner's forecasting library

sktime

A unified framework for machine learning with time series

Soroush

Microsoft's open source max-min fair solver for cluster scheduling and traffic engineering

stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models

tcpcc

TCP Congestion Control -- Micro-book