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retrocodes

Codes of our team for the OpenAI Retro Contest of reinforcement learning

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)

rnn-from-scratch

Implementing Recurrent Neural Network from Scratch

rnn-nlu

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

rnn_text_classify

Text classification using LSTM

sbttest

scala-and-spark-for-big-data-analytics

Scala and Spark for Big Data Analytics, published by Packt

sentemb

sentence2vec

This is a implementation of the paper A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDING.

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seq2seq-1

keras example of seq2seq, auto title

seq2seq-2

Sequence to Sequence Learning with Keras

seq2seq_chatbot_new

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

seqgan_tensorflow

SeqGAN tensorflow implementation

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

simcse-pytorch

中文数据集下SimCSE+ESimCSE的实现

simcse_princeton

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

skywork

Skywork series models are pre-trained on 3.2TB of high-quality multilingual (mainly Chinese and English) and code data. We have open-sourced the model, training data, evaluation data, evaluation methods, etc. 天工系列模型在3.2TB高质量多语言代码数据上进行预训练。我们开源了模型参数，训练数据，评估数据，评估方法。

slotgated-slu

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

sohu_competition

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)

stanford-cs231n-assignments

The assignments of CS231n finished by me

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

stuff

Stuff I uploaded to share online or to access from a different machine

sublimeprettyjson

Prettify/Minify/Query/Goto/Validate/Lint JSON plugin for Sublime Text 2 & 3

tagger

Named Entity Recognition Tool

talkingdata-adtracking-fraud-detection

My solution for TalkingData AdTracking Fraud Detection Challenge (https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/)

tencent2020_rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-convlstm-cell

A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.

tensorflow-cookbook

Simple Tensorflow Cookbook for easy-to-use