Machine-Learning-Tutorials

awesome listpushed over 2 years ago

machine learning and deep learning tutorials, articles and other resources

AI summary

Machine Learning Resources

A curated list of tutorials and resources on machine learning and deep learning

stars: 15.7K
forks: 3.8K
watching: 799
awesome lists: 5
entries: 21

View on GitHub ujjwalkarn.github.io/Machine-Learning-Tutorials

What's in the list

21 links in 10 sections, with live GitHub stats.activeno commit in 2y

Linear Regression

Deep Learning

Deep Learning Frameworks

Deep Learning / Deep Learning Frameworks

Deep Learning for Computer Vision with Caffe and cuDNN
GitHub Repo
10.3Kalmost 6 years
GitHub Repo
1.4K2 years
GitHub Repo
4632 years

Deep Learning

Deep Learning / Recurrent and LSTM Networks

LSTM vs GRU

Deep Learning

Natural Language Processing

Natural Language Processing / Topic Modeling

Series of lecture notes for probabilistic topic models written in ipython notebook
22almost 12 years
Implementation of various topic models in Python
369almost 6 years

Natural Language Processing

Decision Trees

Wikipedia Article on MARS

Featured in 5 awesome lists

Each link jumps to the spot where the list mentions Machine-Learning-Tutorials.

More related projects

yunjey/domain-transfer-network861
tensorflow/rust5.2K
nfmcclure/tensorflow_cookbook6.2K
infocusp/tf_cnnvis780
samjabrahams/tensorflow-white-paper-notes439
xiaomi/mace4.9K
kwotsin/tensorflow-xception208
cysmith/neural-style-tf3.1K
kwotsin/tensorflow-enet257
pkmital/tensorflow_tutorials5.6K
holyseven/pspnet-tf-reproduce125
kkuette/tradzqai165