Sudhir Kumar's starred repositories
NYU-DLSP20
NYU Deep Learning Spring 2020
NYU-DLSP21
NYU Deep Learning Spring 2021
pytorchTutorial
PyTorch Tutorials from my YouTube channel
learn-python
List of resources useful for learning Python 🐍
Time-Series-Analysis
code and data for the time series analysis vids on my YouTube channel
approachingalmost
Approaching (Almost) Any Machine Learning Problem
ML_Notebooks
A repository for public Machine Learning notebooks I have created
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
simdkalman
Python Kalman filters vectorized as Single Instruction, Multiple Data
onlineldavb
Online variational Bayes for latent Dirichlet allocation (LDA)
nlp-in-python-tutorial
comparing stand up comedians using natural language processing
MLInterview
:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
CPSC540machinelearning
Solutions to the assignments of the CPSC 540 Machine Learning course (2013) taught by Nando de Freitas
awesome-github-profile-readme
😎 A curated list of awesome GitHub Profile which updates in real time
jh-kaggle-util
Jeff Heaton's Kaggle Utilities
Doing-frequentist-statistics-with-Scipy
Repository for the PyData DC 2016 tutorial
matplotlib-cheatsheet
Matplotlib 3.1 cheat sheet.
MLFundamentals
Notebooks for the "ML from the Fundamentals" series
deeplearning-models
A collection of various deep learning architectures, models, and tips
data-science-portfolio
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
CBM_Encoding
CBM Encoding
gpsresilience
Use of taxi GPS devices as pervasive resilience sensors.