Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
GPU is more accisible for average individual people. GPU is still the main tool for deep learning right now.
Python Distributed Computing Frameworks (Ray, Modin, etc.) servers as a mid solution …
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
The picture comes from Machine Learning Algorithms Mindmap.
Handling Categorical Variables in Machine Learning
Libraries for Gradient Boosting
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
https://towardsdatascience.com/automatic-feature-engineering-using-deep-learning-and-bayesian-inference-application-to-computer-7b2bb8dc7351
Feature selection Feature extraction Adding features through domain expertise
FeatureTools a Python library for feature engineering Deep neural network can extract features too
whether feature engineering is …
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
hyper-parameter tuning, grid search bayesian optimization evolutionary algorithms genetic programming cross validation k-fold Neural Architecture Search with Reinforcement Learning
Ludwig is a toolbox that allows to …