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aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

deep-siamese-text-similarity

基于siamese-lstm的中文句子相似度计算

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

fast_transe

A implement of TransE in Tensorflow

graph-based-nn

Graph Convolutional Networks (GCNs)

gribapi.net

A powerful .NET library for reading and writing GRIB 1 and 2 files

hellorep

id-lstm-pytorch

A Pytorch implementation of the AAAI 2018 Paper "Learning Structured Representation for Text Classification via Reinforcement Learning"

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

knowledge-graphs

TransE code

lstm_attention_tf

Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

ml2022-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nltk3-cookbook

Code for NLTK3 Cookbook

nmt

TensorFlow Neural Machine Translation Tutorial

notes-linear-algebra

线性代数笔记

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pygcn

Graph Convolutional Networks in PyTorch

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

pytorch-seq2seq

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

pytorch_tricks

some tircks for PyTorch

pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)