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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

recurrent-convolutional-neural-network

A recurrent convolutional neural network for tweet classification using python and theano

rnn-speech

Character level speech recognizer using ctc loss with deep rnns in TensorFlow.

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

shadowsocks-windows

If you want to keep a secret, you must also hide it from yourself.

spark_dbscan

DBSCAN clustering algorithm on top of Apache Spark

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

talkingdata

Kaggle TalkingData AdTracking Fraud Detection Challenge 48th solution

talkingdata-1

TalkingData AdTracking Fraud Detection Challenge

tensorflow-rnn-ctc

RNN CTC by using TensorFlow.

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

tensorflow_ctc_example

A short example of training a bidirectional LSTM model with connectionist temporal classification

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tensorflow_with_latest_papers

Implementation of Newest RNN and Seq2Seq Features

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

tf-rnn

Practical Examples for RNNs in Tensorflow

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tfseg

theano-recurrence

Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano

time_series_data_mining

TensorFlow Probability；Time series model

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

wind-speed-analysis

An elegant probability model for the joint distribution of wind speed and direction.

wordseg

A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .

wsl-terminal-config

WSL-settings

xspring14.github.io

个人博客，看效果进入