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Resources for developers using Python for scientific computing and quantitative analysis

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Latest Resources in TensorFlow

TensorFlow

How To Run TensorFlow Lite on Raspberry Pi for Object Detection youtube.com

Published November 28, 2019 under Machine Learning

TensorFlow Lite is a framework for running lightweight machine learning models, and it’s perfect for low-power devices like the Raspberry Pi! This video shows how to set up TensorFlow Lite on the Raspberry Pi for running object detection models to locate and identify objects in real-time webcam feeds, videos, or images.

Computer Vision, TensorFlow

TensorFlow 2.0 + Keras Overview for Deep Learning Researchers google.com

Published October 14, 2019 under Machine Learning

This document serves as an introduction, crash course, and quick API reference for TensorFlow 2.0.

Keras, TensorFlow

TensorFlow 2.0 Tutorial 01: Basic Image Classification lambdalabs.com

Published October 5, 2019 under Machine Learning

TensorFlow 2 is now live! This tutorial walks you through the process of building a simple CIFAR-10 image classifier using deep learning. In this tutorial, we will:

  • Define a model
  • Set up a data pipeline
  • Train the model
  • Accelerate training speed with multiple GPUs
  • Add callbacks for monitoring progress/updating learning schedules

The code in this tutorial is available here.

Python, TensorFlow

The fastest way to be productive with machine learning loominus.ai

Published July 24, 2019 under Machine Learning

Advanced machine learning everyone can use. Stage data. Build models with no code. Manage models in production.

LightGBM, scikit-learn, TensorFlow, XGBoost

Image Recognition in Python with TensorFlow and Keras

Published June 3, 2019 under Machine Learning

One of the most common utilizations of TensorFlow and Keras is the recognition/classification of images. If you want to learn how to use Keras to classify or recognize images, this article will teach you how.

Keras, TensorFlow

How to Automate Tasks on GitHub With Machine Learning for Fun and Profit towardsdatascience.com

Published April 19, 2019 under Machine Learning

A tutorial on how to build a GitHub App that predicts and applies issue labels using Tensorflow and public datasets.

Python, TensorFlow

Tutorial to set up TensorFlow Object Detection API on the Raspberry Pi github.om

Published December 31, 2018 under Python

Computer Vision, Raspberry Pi, TensorFlow

Time Series Prediction Using LTSM Deep Neural Networks

Published December 17, 2018 under Neural Networks

Keras, LTSM, TensorFlow

Keras vs. TensorFlow pyimagesearch.com

Published October 11, 2018 under Data Science

Keras, Machine Learning, Python, TensorFlow

TensorFlow Datasets github.com

Published September 25, 2018 under Data Science

Data Sets, TensorFlow

Crypto portfolio optimization with Python and Tensorflow medium.com

Published August 10, 2018 under Python

Cryptocurrency, Optimization, TensorFlow

Option hedging with LSTM Recurrent Neural Networks ipythonquant.wordpress.com

Published June 8, 2018 under Quant Finance

Options, Python, TensorFlow

Pricing Bermudan Options in TensorFlow ipythonquant.wordpress.com

Published June 8, 2018 under Quant Finance

Exotic Options, Python, TensorFlow

TensorFlow meets Quantitative Finance ipythonquant.wordpress.com

Published June 8, 2018 under Quant Finance

Exotic Options, Python, TensorFlow

TensorFlow Python Interoperability with Swift github.com

Published May 4, 2018 under Python

Swift, TensorFlow

Build Your First Deep Learning Classifier using TensorFlow: Dog Breed Example towardsdatascience.com

Published May 4, 2018 under Neural Networks

Python, TensorFlow

Introducing TensorFlow Hub: A Library for Reusable Machine Learning Modules in TensorFlow medium.com

Published April 6, 2018 under Machine Learning

Python, TensorFlow

Machine Learning Crash Course developers.google.com

Published March 2, 2018 under Data Science

Google, Machine Learning, Python, TensorFlow

Machine Learning with TensorFlow amazon.com

Published February 19, 2018 under Books

Machine Learning with TensorFlow

Machine Learning, Python, TensorFlow

Introduction to LSTMs with TensorFlow oreilly.com

Published January 19, 2018 under Machine Learning

Python, TensorFlow

Neural Style Transfer in Python sandipanweb.wordpress.com

Published January 9, 2018 under Machine Learning

Machine Learning, Python, TensorFlow

Understanding deep Convolutional Neural Networks with Tensorflow and Keras ahmedbesbes.com

Published November 24, 2017 under Python

Keras, Python, TensorFlow

Creating REST API for TensorFlow models becominghuman.ai

Published November 20, 2017 under Machine Learning

Machine Learning, Python, TensorFlow

How to train your own Object Detector with TensorFlows Object Detector API towardsdatascience.com

Published November 13, 2017 under Python

Python, TensorFlow

TensorFlow Neural Network Tutorial stackabuse.com

Published November 13, 2017 under Machine Learning

Machine Learning, Python, TensorFlow

PyTorch or TensorFlow? awni.github.io

Published August 25, 2017 under Python

Python, PyTorch, TensorFlow

An introduction to TensorFlow queuing and threading adventuresinmachinelearning.com

Published August 20, 2017 under Blogs

Blogs, TensorFlow

Effective TensorFlow github.com

Published August 14, 2017 under Machine Learning

Machine Learning, Python, TensorFlow

TensorFlow Neural Machine Translation Tutorial github.com

Published July 26, 2017 under Machine Learning

Machine Learning, Python, TensorFlow

TensorFlow Machine Learning Cookbook amazon.com

Published July 4, 2017 under Books

TensorFlow Machine Learning Cookbook

Books, Machine Learning, Python, TensorFlow

TensorFlow Machine Learning Cookbook (code) github.com

Published July 4, 2017 under Python

Machine Learning, Python, TensorFlow

Introducing the TensorFlow Research Cloud research.googleblog.com

Published May 18, 2017 under Machine Learning

Machine Learning, Python, Research, TensorFlow

Deep Learning in 7 lines of code chatbotslife.com

Published April 27, 2017 under Machine Learning

Deep Learning, Machine Learning, Python, TensorFlow

TensorFlow RNN Tutorial svds.com

Published March 24, 2017 under Machine Learning

Machine Learning, Python, TensorFlow

TensorFlow Speech Recognition Tutorial github.com

Published March 24, 2017 under Python

Machine Learning, Python, TensorFlow

Doom Bots in TensorFlow tech.marksblogg.com

Published March 15, 2017 under Python

Python, Reinforcement Learning, TensorFlow

TensorFlow Image Recognition on a Raspberry Pi svds.com

Published February 17, 2017 under Python

Python, Raspberry Pi, TensorFlow

TensorFlowOnSpark brings TensorFlow programs onto Spark github.com

Published February 17, 2017 under Python

Apache Spark, Python, TensorFlow

Top 10 Python libraries of 2016 tryolabs.com

Published December 22, 2016 under Python

Blaze, Gym, Python, Sanic, TensorFlow, Uvloop, Zappa

LSTM for Human Activity Recognition github.com

Published September 27, 2016 under Machine Learning

Machine Learning, Neural Network, Python, TensorFlow

Hello, TensorFlow! oreilly.com

Published June 21, 2016 under Machine Learning

Machine Learning, Python, TensorFlow

Machine learning GitHub showcase github.com

Published June 7, 2016 under Machine Learning

Caffe, Machine Learning, Python, scikit-learn, TensorFlow

Keras as a simplified interface to TensorFlow blog.keras.io

Published April 29, 2016 under Machine Learning

Machine Learning, Python, TensorFlow

The TensorFlow White Paper download.tensorflow.org

Published April 16, 2016 under Machine Learning

Machine Learning, Python, TensorFlow

TFLearn: Hhigher-level API for TensorFlow tflearn.org

Published April 4, 2016 under Machine Learning

Machine Learning, Python, TensorFlow

Highway Networks with TensorFlow medium.com

Published January 2, 2016 under Machine Learning

Machine Learning, Neural Network, Python, TensorFlow

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