Jesson Xu's repositories
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
awesome-ensemble-learning
Ensemble learning related books, papers, videos, and toolboxes
cartographer
Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.
ChatGLM-6B
ChatGLM-6B：开源双语对话语言模型 | An open bilingual dialogue language model
COMS4995-s19
COMS W4995 Applied Machine Learning - Spring 19
Creating-2D-laser-slam-from-scratch
从零开始创建二维激光SLAM
Dive-into-DL-PyTorch
本项目将《动手学深度学习》原书中的MXNet代码实现改为PyTorch实现。
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
HatLab_IOT_Wiki
海特实验室物联网安全知识库
Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
LeetCode_notes
leetcode solutions and notes by jessonxu
milvus
Milvus -- the world's fastest vector search engine.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
ML-NOTE
:orange_book:慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)
networkx
Official NetworkX source code repository.
overlapping-community-detection
Implementation of "Overlapping Community Detection with Graph Neural Networks"
probabilistic_robotics
solution of exercises of the book "probabilistic robotics"
Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Python-for-Probability-Statistics-and-Machine-Learning-2E
Second edition of Springer Book Python for Probability, Statistics, and Machine Learning
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]
slambook2
edition 2 of the slambook
strapi
🚀 Strapi is the leading open-source headless CMS. It’s 100% JavaScript/TypeScript, fully customizable and developer-first.
Text_Classification
Text Classification Algorithms: A Survey
The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
tinynn
A lightweight deep learning library
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
UCAS_Course_2019
**科学院大学2019-2020课程（秋季，春季，夏季） ing