TensorFlow-Examples by aymericdamien

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

created at Nov. 11, 2015, 2:21 p.m.

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machine-learning-for-software-engineers by ZuzooVn

A complete daily plan for studying to become a machine learning engineer.

created at Oct. 9, 2016, 9:20 p.m.

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers by CamDavidsonPilon

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.

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Kalman-and-Bayesian-Filters-in-Python by rlabbe

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.

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ML-YouTube-Courses by dair-ai

📺 Discover the latest machine learning / AI courses on YouTube.

created at June 25, 2021, 9:39 a.m.

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char-rnn by karpathy

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

created at May 21, 2015, 5:25 p.m.

Lua

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stanford-tensorflow-tutorials by chiphuyen

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

created at Nov. 5, 2016, 6:21 p.m.

Python

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cs231n.github.io by cs231n

Public facing notes page

created at Jan. 5, 2015, 6:43 a.m.

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awesome-rl by aikorea

Reinforcement learning resources curated

created at Aug. 10, 2015, 5:45 a.m.

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machine-learning-cheat-sheet by soulmachine

Classical equations and diagrams in machine learning

created at May 9, 2013, 7:43 a.m.

TeX

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awesome-rnn by kjw0612

Recurrent Neural Network - A curated list of resources dedicated to RNN

created at June 15, 2015, 10:21 a.m.

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DataSciencePython by ujjwalkarn

common data analysis and machine learning tasks using python

created at Oct. 6, 2015, 3:26 p.m.

Python

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have-fun-with-machine-learning by humphd

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

created at Dec. 29, 2016, 5:43 p.m.

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graph-based-deep-learning-literature by naganandy

links to conference publications in graph-based deep learning

created at Dec. 1, 2017, 2:48 p.m.

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awesome-graph-classification by benedekrozemberczki

A collection of important graph embedding, classification and representation learning papers with implementations.

created at July 14, 2018, 12:13 p.m.

Python

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TensorFlow-Book by BinRoot

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.

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DeepLearningTutorials by lisa-lab

Deep Learning Tutorial notes and code. See the wiki for more info.

created at Jan. 7, 2010, 6:42 p.m.

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machine-learning by ethen8181

earth americas machine learning tutorials (mainly in Python3)

created at July 24, 2015, 3:35 a.m.

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skflow by tensorflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

created at Nov. 18, 2015, 7:55 p.m.

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awesome-network-embedding by chihming

A curated list of network embedding techniques.

created at Nov. 27, 2016, 10:08 a.m.

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