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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

aim

arggen-candela

Code for our ACL19 paper on argument generation

arkajit_repo

bert

TensorFlow code and pre-trained models for BERT

blog

for code created as part of http://studywolf.wordpress.com

computational-argumentation

Tutorial

deep-learning-with-keras

Code repository for Deep Learning with Keras published by Packt

deep-visualization-toolbox

DeepVis Toolbox

deeplearning-models

A collection of various deep learning architectures, models, and tips

getting-started-with-tensorflow

Getting Started with TensorFlow, published by Packt

ipl

ipython

collection of ipython notebooks for different projects

kalman-and-bayesian-filters-in-python

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.

lambdaranknn

LambdaRank Neural Network model using Keras.

mastering-mongodb-3x

Mastering MongoDB 3.x, published by Packt

mastering-python-networking

Mastering Python Networking, published by Packt

misc_ml_codes

mlalgorithms

Minimal and clean examples of machine learning algorithms

mth594_machinelearning

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)

neural-network-programming-with-tensorflow

Neural Network Programming with TensorFlow, published by Packt

nfv-orchestration

NFV Orchestration/Deployment Algorithm

pplm

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

practical-reinforcement-learning

Practical​ Reinforcement Learning, published by Packt

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

statistics-for-machine-learning

Statistics for Machine Learning, published by Packt

tensorflow-livelessons

"Deep Learning with TensorFlow" LiveLessons

tensorflow-machine-learning-cookbook

Code repository for TensorFlow Machine Learning Cookbook by Packt

udemy-machine-learning-examples

LazyProgrammer Udemy Course Content