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Resources for developers using Python for scientific computing and quantitative analysis

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Latest Resources in Neural Network

Neural Network

Building a Neural Network to Predict Loan Risk tymick.me

Published August 19, 2020 under Quant Finance

Building a Neural Network to Predict Loan Risk

LendingClub is the world’s largest peer-to-peer lending platform. Until recently (through the end of 2018), LendingClub published a public dataset of all loans issued since the company’s launch in 2007.

Machine Learning, Neural Network

How to use deep learning for data extraction from financial documents nanonets.com

Published March 24, 2020 under Neural Networks

How to use deep learning for data extraction from financial documents

If you have a relative working in the banking industry, ask the person what annoys him/her most about the job. You will surely receive an answer that is related to the task of data entry i.e. the practice of manually entering serial numbers and names from financial documents into the bank’s database.

Computer Vision, Deep Learning, Neural Network

Using Convolutional Neural Networks to Classify Street Signs medium.com

Published December 8, 2019 under Machine Learning

Since the invention of the automobile, manufacturers have steadily added more safety features and improved car design over time with the goal of keeping drivers safer on the road. Automotive manufacturers have spent millions of dollars researching safety improvements for seatbelts, tires, and pretty much every car piece or part imaginable. Despite all of this investment, driving remains substantially more fatal than alternatives such as air travel in 2019. According to the National Safety Council, approximately 40,000 people died in automotive accidents in the United States alone in 2018. In fact, there were a total of ~500 deaths resulting from plane crashes recorded globally in 2018 — that’s 80 times fewer deaths when compared to car crash fatalities in the US only.

Computer Vision, Convolutional NN, Neural Network

Logo Recognition Using Machine Learning and Flask API https://heartbeat.fritz.ai/logo-recognition-ios-application-using-machine-learning-and-flask-api-aec4eff3be11

Published October 5, 2019 under Machine Learning

Comparing 5 popular neural net architectures on iOS: VGG16, ResNet50, InceptionV3, GoogleNet, and SqueezeNet using PyTorch.

Deep Learning, Neural Network, Transfer Learning

How to train a neural net to play cards apptic.me

Published September 7, 2019 under Machine Learning

In this article, we’ll use some basic machine learning methods to train a bot to play cards against me. The card game that I’m interested in is called Literature, a game similar to Go Fish.

The version of Literature that we implemented is roughly similar to the rules I linked above. Literature is played in two teams, and the teams compete to collect “sets.” A set is a collection of either A – 6 of a suit or 8 – K of a suit (7’s are not included in the game).

Deep Learning, Neural Network

Reverse Image Search with Machine Learning commercetools.com

Published August 30, 2019 under Machine Learning

The Machine Learning team at commercetools is excited to release the beta version of our new Image Search API.

Image search (sometimes called reverse image search) is a tool, where given an image as a query, a duplicate or similar image is returned as a response. The technology driving this search engine is called computer vision, and advancements in this field are giving way to some compelling product features.

Convolutional NN, Neural Network

A Simple Explanation of the Softmax Function victorzhou.com

Published August 10, 2019 under Machine Learning

What Softmax is, how it’s used, and how to implement it in Python.

Neural Network

Faster Neural Networks Straight from JPEG uber.com

Published December 20, 2018 under Machine Learning

Deep Learning, Neural Network, Uber

Depthwise separable convolutions for machine learning thegreenplace.net

Published April 6, 2018 under Machine Learning

Mathematics, Neural Network, Python

Build a Neural Network with Python enlight.nyc

Published February 16, 2018 under Python

Machine Learning, Neural Network

Moviebox: CLI Machine Learning Movie Recommender in Python github.com

Published January 29, 2018 under Computer Vision

Machine Learning, Neural Network, Python

Create A Neural Network That Classifies Diabetes Risk In 15 Lines of Python youtube.com

Published January 28, 2018 under Machine Learning

HealthTech, Neural Network, Python

How to build your own AlphaZero AI using Python and Keras medium.com

Published January 28, 2018 under Python

Deep Learning, Keras, Machine Learning, Neural Network

Make Your Own Neural Network amazon.com

Published January 26, 2018 under Books

Make Your Own Neural Network

Machine Learning, Neural Network

Make Your Own Neural Network amazon.com

Published July 8, 2017 under Machine Learning

DIY, Machine Learning, Neural Network, Python

Neural Networks Tutorial – A Pathway to Deep Learning adventuresinmachinelearning.com

Published April 27, 2017 under Python

Deep Learning, Neural Network, Python

Tensors and Dynamic neural networks in Python pytorch.org

Published January 19, 2017 under Python

Machine Learning, Neural Network, Python

Neural Networks Made Easy with Chainer oreilly.com

Published December 20, 2016 under Machine Learning

Chainer, Machine Learning, Neural Network, Python

LSTM for Human Activity Recognition github.com

Published September 27, 2016 under Machine Learning

Machine Learning, Neural Network, Python, TensorFlow

Watch Tiny Neural Nets Learn swanintelligence.com

Published March 13, 2016 under Machine Learning

Keras, Machine Learning, Neural Network, Python

ANN search in large, high-dimensional data sets nearpy.io

Published January 29, 2016 under Machine Learning

Machine Learning, Neural Network, Python

Learning How To Code Neural Networks medium.com

Published January 13, 2016 under Machine Learning

Deep Learning, Machine Learning, Neural Network

Highway Networks with TensorFlow medium.com

Published January 2, 2016 under Machine Learning

Machine Learning, Neural Network, Python, TensorFlow

Hinton Dropout in 3 Lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Machine Learning, Neural Network, Python

A Neural Network in 13 lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Machine Learning, Neural Network, Python

Introduction to Artificial Neural Networks theprojectspot.com

Published July 9, 2015 under Machine Learning

Machine Learning, Neural Network

What Does a Neural Network Actually Do? moalquraishi.wordpress.com

Published May 30, 2015 under Data Science

Data Science, Neural Network

Neural Network Application: Predicting the Stock Market nbviewer.ipython.org

Published May 21, 2015 under Data Science

Data Science, Neural Network, Trading

Train an artificial neural network with a constraint solver p-col.org

Published May 21, 2015 under Neural Networks

Machine Learning, Neural Network

Hacker guide to Neural Networks karpathy.github.io

Published April 28, 2015 under Machine Learning

Machine Learning, Neural Network

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