A Gentle Introduction to SARIMA for Time Series Forecasting in Python

Autoregressive Integrated Moving Average, or ARIMA, is one of the most widely used forecasting methods for univariate time series data forecasting. Although the method can handle data with a trend, it...

[D] Is Nassim Taleb right about AI not being able to accurately predict certain...

So Taleb has two heuristics to generally describe data distributions. One is Mediocristan, which basically means things that are on a Gaussian distribution such as height and/or weight of people.The...

[D] Parallelizing Pure-Exploration in Multi-Armed Bandit Settings : MachineLearning

Hi Reddit!I have already posted this to r/datascience but was advised that this was the right sub for my question:recently, I have written a Java implementation of the fairly new...

[D] (Re)-Train on a small dataset and new incoming data : MachineLearning

Hello guys,I would like to train a classifier (doesn't matter which learning algorithm) on a small set of training data. As soon as the system predicts new samples, it...

[Discussion] Thoughts on pipelining GANs to word embedders (such as Word2Vec or Doc2Vec) in...

Hello there.I've previously implemented a binary classification system on text corpora using word embeddings for feature extraction, but my next assignment is to extract keywords or a summary of a...

[R] Moving Beyond Translation with the Universal Transformer

submitted by /u/rasmii Source link thanks you RSS link ( https://www.reddit.com/r/MachineLearning/comments/97nl05/r_moving_beyond_translation_with_the_universal/)

[R] Multiplying Loss by Random Number Improves Training

Paper: https://arxiv.org/pdf/1808.04293v1.pdf submitted by /u/kkoehncke Source link thanks you RSS link ( https://www.reddit.com/r/MachineLearning/comments/97l741/r_multiplying_loss_by_random_number_improves/)

[D] Need help with this backpropagation

This is a very simple NAC implementation. Can't seem to get this to work. What am I missing? ```python from random import random import math def tanh(x): return...

[R] Understanding human-human interactions: a survey : MachineLearning

Many videos depict people, and it is their interactions that inform us of their activities, relation to one another and the cultural and social setting. With advances in human action...

[D] Which PhD to pursue for “data scientist”/ “machine learning researcher” roles? : MachineLearning

Hello, I am a masters student working with a ML Theory (Bayesian Stat side) professor. Thanks to your help last time, I could make a good decision in choosing my...

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