AtomicVar's repositories
MachineLearningLectureNotes
:closed_book: 张志华机器学习导论 MOOC 讲义
Cpp-Concurrency-Examples
:zap: C++11 多线程并发编程的常见示例。
CUDA-Patterns
:bulb: Examples of common CUDA parallel patterns.
Awesome-System-for-Machine-Learning
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
CN-Uni-Weibo-Rank
**高校微博排名
CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Debug-py-C-extensions
How to debug Python's C/C++ extensions
dmlc-core
A common bricks library for building scalable and portable distributed machine learning.
langchain
🦜🔗 Build context-aware reasoning applications
leptonai
A Pythonic framework to simplify AI service building
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
MatX
An efficient C++17 GPU numerical computing library with Python-like syntax
mlx
MLX: An array framework for Apple silicon
mlx-examples
Examples in the MLX framework
modern-cpp-tutorial
📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/
nvidia-docker
Build and run Docker containers leveraging NVIDIA GPUs
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Python
All Algorithms implemented in Python
pytorch_geometric
Graph Neural Network Library for PyTorch
ssh-tutorial
SSH 教程
torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
vision
Datasets, Transforms and Models specific to Computer Vision
website
Kubernetes website and documentation repo: