Awesome List Updates on Jun 14, 2016

CS 179 GPU Programming Caltech
- This course will cover programming techniques for the GPU. The course will introduce NVIDIA's parallel computing language, CUDA. Beyond covering the CUDA programming model and syntax, the course will also discuss GPU architecture, high performance computing on GPUs, parallel algorithms, CUDA libraries, and applications of GPU computing.
- Assignments
- Lecture Notes

6. Awesome R

Zero-Allocation-Hashing (⭐691) - Hashing any sequences of bytes in Java, including all kinds of primitive arrays, buffers, CharSequences and more.

Getting Started: Step by step guides for setting up a frontend development workflow.

Package Management: A package manager or package management system is a collection of software tools that automates the process of installing, upgrading, configuring, and removing reusable libraries and components in a consistent manner.

garnaat/kappa 🔥🔥🔥 (⭐902) - Kappa is a CLI tool that makes it easier to deploy, update, and test functions for AWS Lambda.

Convolutional / Recurrent Networks
- Aäron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu. "Conditional Image Generation with PixelCNN Decoders"[Paper][Code] (⭐169)
- Alexey Dosovitskiy, Jost Tobias Springenberg, Thomas Brox, "Learning to Generate Chairs with Convolutional Neural Networks", CVPR, 2015. [Paper]
- Karol Gregor, Ivo Danihelka, Alex Graves, Danilo Jimenez Rezende, Daan Wierstra, "DRAW: A Recurrent Neural Network For Image Generation", ICML, 2015. [Paper]