Rules-of-thumb for building a Neural Network

In this article, we will get a starting point to build an initial Neural Network. We will learn the thumb-rules, e.g. the number of hidden…

作者:Chitta Ranjan 来源:medium

发布时间:2019-07-23 21:07:07

Optimization Algorithms for Deep Learning

I have explained Optimization algorithms for Deep learning like Batch and Minibatch gradient descent, Momentum, RMS prop, and Adam…

作者:Rochak Agrawal 来源:medium

发布时间:2019-07-23 15:40:53

How to deal with Uncertainty in the era of Deep Learning

TensorFlow introduces Probabilistic Modeling in the Deep Learning Community

作者:Dirk Elsinghorst 来源:medium

发布时间:2019-07-23 15:10:06

How to start with Deep Learning Without Experience in Machine Learning

An Immersive and Quick Guide to Deep Learning

作者:Soham Talukdar 来源:medium

发布时间:2019-07-23 13:48:11

Not another Conversational AI report

But an overview on State-of-the-Art and Emerging Dialogue Management — Part 1: State Tracking

作者:Mohammed Terry-Jack 来源:medium

发布时间:2019-07-23 03:57:34

GluonNLP v0.7.1 — BERT Reloaded

GluonNLP has just been upgraded for the better. The highlighted main changes include: an updated BERT trained on a larger corpus, more…

作者:Faramarz A. Munshi 来源:medium

发布时间:2019-07-23 01:14:07

Predicting planets from orbital perturbations using deep learning

A guest post by Kyle A. Pearson

作者:TensorFlow 来源:medium

发布时间:2019-07-23 00:01:01

Understanding RNNs by Example

Training Your PyTorch Model to Count

作者:David Heffernan 来源:medium

发布时间:2019-07-22 23:55:44

Machine Learning — Latent Dirichlet Allocation LDA

Public opinion dominates election results. Unfortunately, with the proliferation of social media, public opinion can be manipulated by…

作者:Jonathan Hui 来源:medium

发布时间:2019-07-22 22:52:55

9 Tips For Training Lightning Fast Neural Networks In Pytorch

Let’s face it, your model is probably still stuck in the stone age. I bet you’re still using 32bit precision or *GASP* perhaps even…

作者:William Falcon 来源:medium

发布时间:2019-07-22 21:22:45

Keras Callbacks Explained In Three Minutes

A gentle introduction to callbacks in Keras. Learn about EarlyStopping, ModelCheckpoint, and other callback functions with code examples.

作者:Andre Duong 来源:medium

发布时间:2019-07-22 01:33:58

Graph theory

Recently, graphs have attracted a plethora of attention by the machine learning community. Graphs can represent many complex systems such…

作者:Xavier Sumba 来源:medium

发布时间:2019-07-22 00:24:15

The Generative Deep Learning Book — The Parrot Has Landed.

My 459 day journey from blog to book and back again.

作者:David Foster 来源:medium

发布时间:2019-07-21 04:54:54

Data Exploration with Adversarial Autoencoders

Dive into a different approach to Unsupervised Clustering of Multivariate Time-Series Data with Adversarial Autoencoder Models.

作者:Danny Janz 来源:medium

发布时间:2019-07-21 01:19:05

FaceApp: How Neural Networks can do Wonders

“Who sees the human face correctly: the photographer, the mirror, or the painter?” — Pablo Picasso

作者:Harsh Aryan 来源:medium

发布时间:2019-07-20 06:34:57