WeissTsang's repositories
superset
Apache Superset is a Data Visualization and Data Exploration Platform
torch-toolbox
🛠 Toolbox to extend PyTorch functionalities
PytorchGeometricTutorial
Pytorch Geometric Tutorials
awesome-single-cell
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
PRML
PRML algorithms implemented in Python
single-cell-tutorial
Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"
DeepClustering
Methods and Implements of Deep Clustering
PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
mimicry
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
CS-Book
计算机类常用电子书整理，并且附带下载链接，包括Java，Python，Linux，Go，C，C++，数据结构与算法，人工智能，计算机基础，面试，设计模式，数据库，前端等书籍
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
seurat
R toolkit for single cell genomics
coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
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-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。
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
fastai
The fastai deep learning library
fastcore
Python supercharged for the fastai library
Cpp_Primer_Answers
《C++ Primer》第五版中文版习题答案
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。
Java-Concurrency-in-Practice
《Java 并发编程实战》阅读整理笔记，附加了一些《Java 并发编程的艺术》中的内容，以及对原书结构进行了调整。
Introduction-NLP
HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。
Solutions-to-Data-Structures-and-Algorithms-in-Python
[My Solutions] Data Structures and Algorithms in Python (Michael T. Goodrich)
leecode
LeeCode题目1008道，go语言版全解。