TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
created at Nov. 11, 2015, 2:21 p.m.
A complete daily plan for studying to become a machine learning engineer.
created at Oct. 9, 2016, 9:20 p.m.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
created at Jan. 14, 2013, 3:46 p.m.
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
created at Nov. 5, 2016, 6:21 p.m.
Recurrent Neural Network - A curated list of resources dedicated to RNN
created at June 15, 2015, 10:21 a.m.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
created at May 16, 2014, 7:24 p.m.
Deep Learning Tutorial notes and code. See the wiki for more info.
created at Jan. 7, 2010, 6:42 p.m.
Classical equations and diagrams in machine learning
created at May 9, 2013, 7:43 a.m.
📺 Discover the latest machine learning / AI courses on YouTube.
created at June 25, 2021, 9:39 a.m.
common data analysis and machine learning tasks using python
created at Oct. 6, 2015, 3:26 p.m.
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
created at March 6, 2016, 11:30 p.m.
links to conference publications in graph-based deep learning
created at Dec. 1, 2017, 2:48 p.m.
a curated list of R tutorials for Data Science, NLP and Machine Learning
created at Oct. 8, 2014, 7:29 a.m.
A collection of important graph embedding, classification and representation learning papers with implementations.
created at July 14, 2018, 12:13 p.m.
A curated list of network embedding techniques.
created at Nov. 27, 2016, 10:08 a.m.
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
created at Dec. 29, 2016, 5:43 p.m.
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
created at Dec. 3, 2018, 10:45 a.m.