Alison's starred repositories
learning-notes
Notes on books I read, talks I watch, articles I study, and papers I love
cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
Rocket.Chat
The communications platform that puts data protection first.
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
vscode-comment-translate
vscode 注释翻译插件, 不干扰正常代码,方便快速阅读源码。
LeetCode-Py
⛽️「算法通关手册」:超详细的「算法与数据结构」基础讲解教程,从零基础开始学习算法知识,850+ 道「LeetCode 题目」详细解析,200 道「大厂面试热门题目」。
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
cube-studio
cube studio开源云原生一站式机器学习/深度学习/大模型AI平台,支持sso登录,多租户,大数据平台对接,notebook在线开发,拖拉拽任务流pipeline编排,多机多卡分布式训练,超参搜索,推理服务VGPU,边缘计算,serverless,标注平台,自动化标注,数据集管理,大模型微调,vllm大模型推理,llmops,私有知识库,AI模型应用商店,支持模型一键开发/推理/微调,支持国产cpu/gpu/npu芯片,支持RDMA,支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式
benchmarks
A benchmark framework for Tensorflow
spark-operator
Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
keras-bert
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
keras_albert_model
A Lite BERT
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained