Amanda2024

sentence_pair

句子对匹配

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

ray-custom-agents

my attempt to add custom trainers to RLlib

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

kgpolicy

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

ccm

This project is a tensorflow implement of our work, CCM (Commonsense Conversational Model).

DRL4Recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

mapr2

Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

tianshou

An elegant PyTorch deep reinforcement learning library.

RL

RL pkg: include a3c, ga3c, impala

Batched-Impala-PyTorch

Reinforcement learning - Batched Impala - PyTorch - Mario Kart

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

seed-everything

Guarantee the reproductivity of your deep learning algorithm implemented by Pytorch

Chinese_Corpus

中文语料库：包括情感词典 情感分析 文本分类 单轮对话 中文词典 知乎

weibo2018

中文微博语料库 情感二分类

NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Name-Entity-Recognition

Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow

ChineseNER

A neural network model for Chinese named entity recognition

nlp_research

The Research Spider for Anthology. This toolkit can automatically grab the papers information by given keywords in title. You can set the search params: the conference, publication date and the keywords in title . Then it will automatically save these papers' title, authors, download link, Google Scholar cited number and abstracts information in a Excel file.

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert-for-task

AAAI_2019_EXAM

Official implementation of "Explicit Interaction Model towards Text Classification"

RNN-Classification

classify text by rnn/lstm, based on TensorFlow r1.0

text_classification

all kinds of text classification models and more with deep learning

freecodecamp.cn

FCC China open source codebase and curriculum. Learn to code and help nonprofits.