TL;DR for the AWS-savvy: Our image is cs231n_caffe_torch7_keras_lasagne_v2, AMI ID: ami-125b2c72 in the us-west-1 region. Use a g2.2xlarge instance. Caffe, Torch7, Theano, Keras and Lasagne are pre-installed. Python bindings of caffe are available. It has CUDA 7.5 and CuDNN v3.
About this course: Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you’ll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you’ll learn about some of Silicon Valley’s best practices in innovation as it pertains to machine learning and AI.
This page provides 32- and 64-bit Windows binaries of many scientific open-source extension packages for the official CPython distribution of the Python programming language.
Adobe Photoshop has included Content Aware Scaling as a tool since the release of Photoshop CS4 on October 15th, 2008. The main principle of content aware scaling is applying an algorthm to an image to detect paths of least importance. This paths can be deleted or added to change the image size without changing the important parts.
On August 21st, 2007, youtuber and businessman Siim Teller uploaded a demo video offering a step-by-step instruction of the process
Curated from Image resize – YouTube
This is a bare bones example of TensorFlow, a machine learning package published by Google. You will not find a simpler introduction to it.
In this study, compared with having an abortion, being denied an abortion may be associated with greater risk of initially experiencing adverse psychological outcomes. Psychological well-being improved over time so that both groups of women eventually converged. These findings do not support policies that restrict women’s access to abortion on the basis that abortion harms women’s mental health.
The Most Advanced REST & SOAP Testing Tool in the World
A developer tool for interacting with web services and other web resources that lets you make HTTP requests, set the entity body, and content type. This allows you to interact with web services
The Apache JMeter™ application is open source software, a 100% pure Java application designed to load test functional behavior and measure performance. It was originally designed for testing Web Applications but has since expanded to other test functions
We have used genetic algorithm with a fitness function based on signals convolution to find time delay between investigated signals. Two methods of cross-correlation are proposed: one that finds single delay for analyzed signals, and one returns a vector of delay values for each of wavelet transform sub-band center frequencies. Algorithms were implemented using MATLAB.
I’ve changed my surname from Sukiennik to Sobecki in September, 2015.