Concept 02: Deep Learning - resources - Githubissues

RoboticsIIITH / summer-sessions-2020

Series of lectures and hands-on tutorials organized to familiarize new lab entrants with the fundamental areas of robotics research.

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Concept 02: Deep Learning - resources #6

Open talsperre opened 4 years ago

talsperre commented 4 years ago

References:

Machine Learning Introduction
Machine learning notes: One of the best resources for introductory ML
Convex Optimization Review 1
Convex Optimization Review 2
Computer Vision for Deep Learning
PyTorch Autograd Implementation
Simple Autograd Implementation: Highly recommended
Vector Derivatives & Backprop
Backprop for CNNs
Introduction to LSTM Highly recommended
PyTorch Basics