JackTang's repositories
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Ai-Learn
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
AlgorithmsByPython
算法/数据结构/Python/剑指offer/机器学习/leetcode
awesome-federated-learning
resources about federated learning and privacy in machine learning
Awesome-Federated-Learning-1
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
BooksKeeper
对各类图书资源的收集。大量计算机、AI方面书籍。
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
FedACK
The code for paper "Cross Platforms Linguals and Models Social Bot Detection via Federated Adversarial Contrastive Knowledge Distillation." on Web Conference 2023 (WWW).
FedNTD
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
LLaTA
An official implementation of "Taming Pre-trained LLMs for Generalized Time Series Forecasting through Cross-modal Knowledge Distillation"
Machine-Learning
机器学习相关
markdown-resume
:necktie:支持 Markdown 和富文本的在线简历排版工具
NLP-Conferences-Code
NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nlp_notes
自然语言处理学习笔记：机器学习及深度学习原理和示例，基于 Tensorflow 和 PyTorch 框架，Transformer、BERT、ALBERT等最新预训练模型及源代码详解，及基于预训练模型进行各种自然语言处理任务。模型部署
python_for_data_analysis_2nd_chinese_version
《利用Python进行数据分析·第2版》
pythonLearning
my own python learning notes
Tensorflow-
Tensorflow实战学习笔记、代码、机器学习进阶系列
TextMatch
QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）
TextMatch-1
基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）
ts-tok
Time Series Tokenizer inspired by Symbolic Aggregate approXimation (SAX) for seamlessly training LLMs with time-series data.