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a2c_keras

The implementation of A2C (reinforcement learning algorithm)

actor-critic-continuous-keras

Keras Implementation of the continuous control with actor-critic, a3c

ai_blv

algo_base

annotated_encoder_decoder

The Annotated Encoder Decoder with Attention

cstl

The C++ Standard Template Library (STL) for Python.

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

deep_reinforcement_learning

Series Algorithms of Deep Reinforcement Learning, such as DQN, DDQN, one-step-DQN, DDPG, etc

dlc

dqn-flappybird-mxnet

A Simple Version of Flappy Bird in mxnet (Nature version)

google_pinyin_ime_dict

由搜狗细胞词库生成的谷歌拼音输入法词典 A dict for Google Pinyin Input, exported from Sougou Pinyin Input.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

jj

keras_dqn

latex2sympy

Parse LaTeX math expressions

leetcodesolutioninpython

longmem

Official implementation of our ArXiv paper "Augmenting Language Models with Long-Term Memory".

lstm_classfication

classy short question texts to predefined types

matxscript

The model pre- and post-processing framework

nbayes

朴素贝叶斯文本分类

ngram

A software which creates n-Gram (1-5) Maximum Likelihood Probabilistic Language Model with Laplace Add-1 smoothing and stores it in hash-able dictionary form

noisy-a3c-keras

qasystemonmedicalkg

disease centered Medical knowledge graph and qa system。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

regexanalyzer

Regular Expression Analyzer and Composer for Node.js / XPCOM / Browser Javascript, PHP, Python

reinforcement_learning

RL(Reinforcement Learning) with gym, keras

rl-flappy-bird

Keras implementation of a DQN agent for solving OpenAI's Flappy Bird environment

rl-with-keras

simple DQN and Actor-Critic model built with Keras

rnn-for-joint-nlu

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

simplegoodturing

Python implementation of Gale and Sampson's (1995/2001) "Simple Good Turing" algorithm.