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Gradient Boosting from scratch
Gradient Boosting from scratch
Simplifying a complex algorithm
Prince Grover
Dec 8, 2017
Trending
A simple deep learning model for stock price prediction using TensorFlow
A simple deep learning model for stock price prediction using TensorFlow
For a recent hackathon that we did at STATWORX, some of our team members scraped minutely S&P 500 data from the Google Finance API. The…
Sebastian Heinz
Nov 9, 2017
A guide to receptive field arithmetic for Convolutional Neural Networks
A guide to receptive field arithmetic for Convolutional Neural Networks
The receptive field is perhaps one of the most important concepts in Convolutional Neural Networks (CNNs) that deserves more attention from…
Dang Ha The Hien
Apr 5, 2017
Making Sense of the Bias / Variance Trade-off in (Deep) Reinforcement Learning
Making Sense of the Bias / Variance Trade-off in (Deep) Reinforcement Learning
What goes into a stable, accurate reinforcement signal?
Arthur Juliani
Jan 31
How to Apply Distance Metric Learning to Street-to-Shop Problem
How to Apply Distance Metric Learning to Street-to-Shop Problem
Let’s start with a definition of street-to-shop problem — identifying a fashion item in a user image and finding it in an online shop. Have…
Aleksandr Movchan
Jan 14
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Understanding LSTM and its diagrams
Understanding LSTM and its diagrams
I just want to reiterate what’s said here:
Shi Yan
Mar 13, 2016
L1 Norm Regularization and Sparsity Explained for Dummies
L1 Norm Regularization and Sparsity Explained for Dummies
Well, I think I’m just dumb. When understanding an abstract/mathematical idea, I have to really put it into images, I have to see and touch…
Shi Yan
Aug 27, 2016
Topic Modeling with Scikit Learn
Topic Modeling with Scikit Learn
Latent Dirichlet Allocation (LDA) is a algorithms used to discover the topics that are present in a corpus. A few open source libraries…
Aneesha Bakharia
Sep 1, 2016
Choosing Components for Personal Deep Learning Machine
Choosing Components for Personal Deep Learning Machine
Hi Everyone!
Gokkulnath T S
Nov 21, 2017
Modern Theory of Deep Learning: Why Does It Work so Well
Modern Theory of Deep Learning: Why Does It Work so Well
What can we learn from the latest research on the paradoxical effectiveness of Deep Learning “Alchemy”.
Dmytrii S. ShChadei
Dec 20, 2017
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