17714196157,github

-paddlepaddle_models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

advisor_google-parameter-adjustment-tool

Open-source implementation of Google Vizier for hyper parameters tuning

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

albert_4_time_recognition

使用ALBERT预训练模型，用于识别文本中的时间，同时验证模型的预测耗时是否有显著提升。

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attentionxml

Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"

audio_down

录音文件批量下载后台接口，通过消息队列，消费者生成者模型

automatic-generation-of-text-summaries

使用两种方法（抽取式Textrank和概要式seq2seq）自动提取文本摘要

awesome-papers-fewshot

Collection for Few-shot Learning

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

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

bert4keras

keras implement of transformers for humans

brat

brat rapid annotation tool (brat) - for all your textual annotation needs

breds

"Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) - code for EMNLP'15 paper

capsule-text-classification

利用keras搭建的胶囊网络（capsule network文本分类模型，包含RNN、CNN、HAN等，其中keras_utils包含了capsule层和attention层的keras实现

cblue

中文医疗信息处理基准CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5