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ai-blog

Accompanying repository for Let's make a DQN / A3C series.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bespoke.js

DIY Presentation Micro-Framework

char-models

Character level models for sentiment analysis

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

coordconv-pytorch

Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' paper. (https://arxiv.org/pdf/1807.03247.pdf)

deep_q_rl

Theano-based implementation of Deep Q-learning

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

diffmem

Reference implementations of neural networks with differentiable memory mechanisms (NTM, Stack RNN, etc.)

dmn-tensorflow

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

dni-tensorflow

DNI(Decoupled Neural Interfaces using Synthetic Gradients) implementation with Tensorflow

dogs_vs_cats

dynamic-memory-networks-in-tensorflow

Dynamic Memory Network implementation in TensorFlow

genius

a chinese segment base on crf

gkseg

Yet another Chinese word segmentation package based on character-based tagging heuristics and CRF algorithm

jquery-pjax

pushState + ajax = pjax

k_commonlit-readability-prize

kaggle

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

learning-to-learn

TensorFlow implementation of the paper "Learning to learn by gradient descent by gradient descent ( https://arxiv.org/abs/1606.04474 )"

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

machine_learning

Machine learning library for Node.js

mathjs

An extensive math library for JavaScript and Node.js

meta-learning-via-feature-label-memory-network

This is a code for URP research project I have been doing for 6 months (Jan - July 2017). The project title was "Developing new mechanisms to Neural Turing Machines (NTMs) for one-shot learning".

meta-rl

Implementation of Meta-RL A3C algorithm

min-qs

Mini Querystring Parse and Stringify Library

nativescript

Open Source framework for building cross-platform truly native iOS, Android and Windows mobile apps using JavaScript.

neural-turing-machine

neural-turing-machines

Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/abs/1410.5401)