# prabhuomkar/pytorch-cpp

C++ Implementation of PyTorch Tutorials for Everyone

Repository: https://github.com/prabhuomkar/pytorch-cpp
Canonical: https://ross.abutalabs.com/products/pytorch-cpp
Language: C++
License: MIT
License Family: permissive
Topics: cplusplus, artificial-intelligence, machine-learning, pytorch, torch, tensors, neural-network, autograd, libtorch, recurrent-neural-network, tutorial, generative-adversarial-network, convolutional-neural-network, language-model, interactive-tutorials, colab, datasets, scriptmodule-files
Last push: 2025-08-25T05:12:15+00:00

## Health v2 (maintenance only)
Score: 52/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 38, release rhythm 44, longevity 100
- inputs: {"age_days": 2493, "days_push": 373, "days_rel": 373, "gap_med": 0.0, "n_releases_24m": 3}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2137, forks 272 (observed 2026-08-28T04:06:18.107920+00:00)

## What it is
A collection of PyTorch tutorials reimplemented in C++ using the LibTorch API, covering basics through advanced deep learning topics like CNNs, RNNs, GANs, and neural style transfer. It serves as a learning resource for C++ developers wanting to learn PyTorch-style deep learning.

## Use cases
- learn pytorch in c++
- deep learning tutorials with libtorch
- c++ examples of cnn rnn gan
- port pytorch python tutorials to c++
- learn neural networks with c++17
- libtorch tutorial code

## When to choose
- you know C++ and want to learn deep learning with PyTorch's C++ API
- you need reference implementations of classic models (CNN, RNN, GAN, VAE) in LibTorch
- you want to deploy or prototype deep learning in C++ without Python

## When to avoid
- you want the standard Python PyTorch learning experience
- you need production training pipelines or high-level abstractions
- you need tutorials for the latest model architectures

## Facets
- artifact type: learning-resource
- maturity: active
- function: deep-learning, machine-learning
- domain: deep-learning, machine-learning, tutorials, artificial-intelligence
- platform: cpp, windows, cross-platform
- tags: pytorch, libtorch, neural-networks, cnn, rnn, gan, tutorial-code, cmake, linux, macos

## Member repositories
- prabhuomkar/pytorch-cpp (main) score 52

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:18.107920+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:51:51.309757+00:00, confidence not recorded.
  - readme: https://github.com/prabhuomkar/pytorch-cpp (fetched 2026-08-28T04:06:18.107920+00:00, sha 7f01506decae)
- Data as of 2026-08-30T08:39:29.467469+00:00.