srush/Tensor-Puzzles
Solve puzzles. Improve your pytorch.
This project offers a collection of 21 tensor programming puzzles designed to sharpen your skills in PyTorch or NumPy. Each puzzle challenges you to re-implement a standard library function using only fundamental operations like broadcasting, arithmetic, and indexing. It's ideal for data scientists, machine learning engineers, or anyone working with numerical data who wants to deepen their understanding of tensor manipulation.
3,976 stars. No commits in the last 6 months.
Use this if you want to improve your foundational understanding of tensor operations and broadcasting without relying on high-level library functions.
Not ideal if you are looking for a complete PyTorch/NumPy tutorial or a library to directly solve complex, real-world data problems.
Stars
3,976
Forks
360
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Jul 15, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/srush/Tensor-Puzzles"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
triton-inference-server/server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
gpu-mode/Triton-Puzzles
Puzzles for learning Triton
hailo-ai/hailo_model_zoo
The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment
open-mmlab/mmdeploy
OpenMMLab Model Deployment Framework
hyperai/tvm-cn
TVM Documentation in Chinese Simplified / TVM 中文文档