xu-liang-liang Goto Github PK

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allennlp

An open-source NLP research library, built on PyTorch.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

bert

TensorFlow code and pre-trained models for BERT

classifier_multi_label_textcnn

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

data_mining_models

Basic data mining model, including feature importance display

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeplearning-in-action

《深度学习原理与实践》相关代码——source code of the book <deep learning in action>

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

end-to-end-asr-pytorch

This is an open source project (formerly named Listen, Attend and Spell - PyTorch Implementation) for end-to-end ASR implemented with Pytorch, the well known deep learning toolkit.

example-code

Example code for the book Fluent Python, First Edition (O'Reilly, 2015)

fashion-mnist

这是一个入门机器学习/深度学习的小项目，包含随机森林，多层感知器，卷积神经网络，实现了训练可视化，多分类混淆矩阵等计算

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

item-recommend-system

商品推荐系统

kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

leetcode-java

Leetcode刷题之旅

llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

machine-learning

jiqixue

machine_learning

参考了西瓜书，sklearn源码，李航统计学，机器学习实战、机器学习中的数学

machinelearning

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

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。

ml_exercise

西瓜书，课后习题

mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

mtbook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

numpy-100

100 numpy exercises (with solutions)