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ai_for_nlp

NLP Learning Notes

basic-algorithm-and-framework-study-for-ai

This repository includes many simple implementations of models or algorithms commonly used in AI, you can easily build your customized application model with them.

basic_programming_projects

This repository is mainly for building a good foundation for studying AI.

bidaf-tf2

An implementation of BiDAF by Tensorflow 2

chatbot-transformer

Building a Chatbot in PyTorch using Transformers

cmerg

Python parser for CarMaker ERG files

convert-bert-tf-checkpoint-to-pytorch

Convert Bert TF-checkpoint to Pytorch

crosswoz

A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset

ernie-pytorch

ERNIE Pytorch Version

face-recognition-using-pca-and-lda

gpt2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

houchang_nlp_class

learngit

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

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！

reference_project_speech_extraction

my first reference project about speech extraction

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。

tensorflow2.0-book

《TensorFlow从零开始学》配书代码和资源

textclassifier

THUCNews中文文本分类数据集，该数据集包含84万篇新闻文档，总计14类；在该模型的基础上测试多个版本bert分类效果。

tf-word2vec

An tensorflow implementation of Word2Vec model: Skip-gram, CBOW.

tf2-transformer-chatbot

Transformer Chatbot in TensorFlow 2.1

twincat

A guide to get you from zero to something using TwinCAT 3.

video-for-gpt2-chitchat

Video explanation for GPT2-chitchat in detail / 中文闲聊的GPT2模型(GPT2-chitchat)代码视频详解

wobert

以词为基本单位的中文BERT

word2vec-from-scratch-with-python

A very simple, bare-bones, inefficient, implementation of skip-gram word2vec from scratch with Python

word2vec-pytorch

Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling

yolo3-pytorch

这是一个yolo3-pytorch的源码，可以用于训练自己的模型。