tianxiexiaozhu77's repositories
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
OpenPrompt
An Open-Source Framework for Prompt-Learning.
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
a_journey_into_math_of_ml
汉语自然语言处理视频教程-开源学习资料
annotated_deep_learning_paper_implementations
🧑🏫 50! 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, ... 🧠
BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert_seq2seq
pytorch实现bert做seq2seq任务，使用unilm方案。
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
CNSD
中文自然语言推理数据集（A large-scale Chinese Nature language inference and Semantic similarity calculation Dataset）
Coding4Interviews
Leetcode、剑指Offer——名企面试官精讲典型编程题
d2l-en
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
Deep-Learning-with-PyTorch-Tutorials
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
Deep-Learning-with-TensorFlow-book
深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
deepLearningTuning
深度学习调参翻译
DL_Topics
List of DL Topics and resources essential for cracking interviews
google-research
Google Research
Machine-Learning-Notes
周志华《机器学习》手推笔记
notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
plug-and-blend
Codebase for public release of the plug-and-blend framework.
PyTorch-Course
JULYEDU PyTorch Course
pytorch-doc-zh
Pytorch 中文文档
PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
Snowball
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
text-segmentation
Implementation of the paper: Text Segmentation as a Supervised Learning Task
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
zh-NER-TF
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)