facebookresearch/TransCoder
Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases archived no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2245
- days_rel: n/a
- days_push: 1799
- n_releases_24m: 0
Adoption not part of the score
1732 stars · 261 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
TransCoder is a PyTorch implementation of an unsupervised neural model that translates source code between Java, C++, and Python 3. It is a Facebook AI research project released with pretrained model checkpoints, now deprecated in favor of CodeGen.
Use cases
- translate C++ code to Java
- convert Java functions to Python
- transpile Python code to C++
- research on unsupervised programming language translation
- evaluate code translation models with computational accuracy metrics
When to choose
- you need to automatically convert code between Java, C++, and Python
- you are researching unsupervised neural machine translation for programming languages
- you want to experiment with the original TransCoder model checkpoints
When to avoid
- you need a production-grade, actively maintained code translator
- you want to translate languages beyond Java, C++, and Python
- you need a modern model - the repo is deprecated in favor of facebookresearch/CodeGen
Facets
library · maturity abandoned
machine-learning deep-learning nlp parser machine-learning programming-languages artificial-intelligence developer-tools python cross-platform code-translation transpilation unsupervised-translation pytorch research-project deprecated linux
1 source
- readme: https://github.com/facebookresearch/TransCoder · fetched 2026-08-28 · b3dbc4956361
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| facebookresearch/TransCoder | main | 10 |
For agents
markdown · JSON · MCP: product_card(name="facebookresearch/TransCoder")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem