Awesome List Updates on Jul 15, 2015

5 awesome lists updated today.

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1. Awesome Deep Learning

Table of Contents / Papers

• Supervised Sequence Labelling with Recurrent Neural Networks

• Statistical Language Models based on Neural Networks

• Training Recurrent Neural Networks

• Recursive Deep Learning for Natural Language Processing and Computer Vision

• Bi-directional RNN

• LSTM

• GRU - Gated Recurrent Unit

• GFRNN . .

• LSTM: A Search Space Odyssey

• A Critical Review of Recurrent Neural Networks for Sequence Learning

• Visualizing and Understanding Recurrent Networks

• Wojciech Zaremba, Ilya Sutskever, An Empirical Exploration of Recurrent Network Architectures

• Recurrent Neural Network based Language Model

• Extensions of Recurrent Neural Network Language Model

• Recurrent Neural Network based Language Modeling in Meeting Recognition

• Deep Neural Networks for Acoustic Modeling in Speech Recognition

• Speech Recognition with Deep Recurrent Neural Networks

• Reinforcement Learning Neural Turing Machines

• Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

• Memory Networks

• Policy Learning with Continuous Memory States for Partially Observed Robotic Control

• Microsoft - Jointly Modeling Embedding and Translation to Bridge Video and Language

• Neural Turing Machines

Researchers / Websites

• deeplearning.cs.toronto.edu

• jeffdonahue.com/lrcn/

• visualqa.org

• www.mpi-inf.mpg.de/departments/computer-vision...

Researchers / Datasets

• Flickr 8k

• Flickr 30k

• Microsoft COCO

• VQA

• Image QA

Researchers / Frameworks

• RNNLM Toolkit

• RNNLIB - A recurrent neural network library

Researchers / Miscellaneous

• An efficient, batched LSTM.

2. Awesome Cpp

Networking

• cpr (⭐6k) - A modern C++ HTTP requests library with a simple but powerful interface. Modeled after the Python Requests module. [MIT] website

3. Awesome Perl

DevOps Tools / NoSQL Databases

• Rex - Remote Execution

4. Tips

git-tips

Collection of git-tips, want to add your tips? Checkout contributing.md

English | 中文 (⭐15k) | Русский (⭐599) | 한국어 (⭐989) | Tiếng Việt (⭐22) | 日本語 (⭐226) | नेपाली (⭐0) | Polski (⭐5) | فارسی (⭐0)

Tools:

• git-tip - A handy CLI to make optimum use of these tips. (Here in Docker container (⭐11))

P.S: All these commands are tested on git version 2.7.4 (Apple Git-66).

Sync with remote, overwrite local changes

git fetch origin && git reset --hard origin/master && git clean -f -d

List of all files till a commit

git ls-tree --name-only -r <commit-ish>

Git reset first commit

git update-ref -d HEAD

List all the conflicted files

git diff --name-only --diff-filter=U

List all branches that are already merged into master

git branch --merged master

List all branches and their upstreams, as well as last commit on branch

git branch -vv

Track upstream branch

git branch -u origin/mybranch

Delete local branch

git branch -d <local_branchname>

Changing a remote's URL

git remote set-url origin <URL>

Prevent auto replacing LF with CRLF

git config --global core.autocrlf false

5. Awesome Geek Podcasts

In English

• The Loosely Coupled Podcast - Jeff Carouth and Matt Frost combine their decades of experience as web developers to talk about developer life.

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