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audiorecognition

Google Speech Command Dataset Classification Neural Network, CNN, RNN

autoencoder_example

an AutoEncoder example

captcha-recognizer

A Convolutional Neural Network based Captcha Recognizer

collaborative-filtering-tensorflow

Model based Collaborative Filtering implemented with Tensorflow, 基于模型的协同过滤算法的纯TensorFlow实现

colorization

Colorization Trial Project

dstl-image-segmentation

DSTL Satellite Imagery Feature Detection tried with U-Net Model

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

flappybird

[Still in progress]FlappyBird Reinforcement Learning

gan_example

Quite **simple and clear** GAN Example to simulate gaussian curve.

geneticalgorithm

GeneticAlgorithm

hello-github-actions

jupyter-themes-grade3

forked from dunovank/jupyter-themes, add personal taste

kaggle-digitrecognizer

Kaggle DigitRecognizer

kaggle-dogs-vs-cats

Dogs-vs-Cats image classification

kaggle-house-prices

Kaggle House Prices Problem

kaggle-titanic

The Kaggle Titanic Problem

kaggle-word2vec

Kaggle-Word2Vec

keras-cn

Chinese keras documents with more examples, explanations and tips.

neural_add

Add operation implemented by neural network 神经网络实现加法运算

neural_network_from_scratch

Neural network/Back Propagation implemented from scratch for MNIST.从零开始实现神经网络和反向传播算法，识别MNIST

neuralnetworkarchitecture

Popular deep learning models plot image, including VGG16/19 InceptionV3, ResNet50, DenseNet, etc.

ppdai_risk_evaluation

“魔镜杯”风控算法大赛 拍拍贷风控模型，接近冠军分数

quora-question-pairs

Quora Question Pairs, NLP, Bag-of-Word, word2vec Embedding. 自然语言处理, word2vec嵌入模型

reinforcement_learning

Series of Reinforcement Learning: Q-Learning, Sarsa, SarsaLambda, Deep Q Learning(DQN)；一些列强化学习算法，玩OpenAI-gym游戏

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

ssd_keras

Single Shot MultiBox Detector(SSD)目标检测算法

style-transfer

Style-Transfer Implemented with Keras

tianchi-medical-lungtumordetect

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

timeseriesprediction

Time Series Prediction, Stateful LSTM; 时间序列预测，洗发水销量/股票走势预测，有状态循环神经网络

tmux.conf

Personal tmux.conf