Launch an ML training experiment on tracebloc in under 10 minutes. Connect your account, upload a model, link it to a dataset, configure training parameters, and start benchmarking — all from a single notebook.
No local setup. Click the badge above or:
Copy the notebook to your Drive and start running cells.
git clone https://github.com/tracebloc/start-training.git
cd start-training
# Pick the extra that matches your ML framework:
pip install "tracebloc[pytorch]>=0.14.0" # most common
# pip install "tracebloc[sklearn]>=0.14.0" # scikit-learn / boosting
# pip install "tracebloc[all]>=0.14.0" # everything
jupyter notebook notebooks/traceblocTrainingGuide.ipynbWhich Pythons work: whatever the SDK's own package metadata declares — see
tracebloc on PyPI. This README
deliberately does not repeat the range; a copy here would go stale against the
package, which is exactly the failure this notebook was fixed for
(backend#2862).
If pip answers No matching distribution found for tracebloc, that most often
means your interpreter is outside that range rather than the package being
missing — but it can also mean an unreachable index or a custom --index-url.
The install cell prints pip's own answer either way: on failure it shows the
range pip actually read alongside the Python you are on. On macOS the default
python3 is frequently ahead of the supported range, so check
python3 --version first when running locally.
TensorFlow uploads were removed in SDK 1.0.0, so there is no [tensorflow]
extra — the extras are [pytorch], [sklearn], [catboost], [lightgbm],
[xgboost], [lifelines], [scikit-survival] and [all].
| Step | What you do |
|---|---|
| 1 | Connect to tracebloc with your email + password |
| 2 | Upload a model from the model zoo or your own |
| 3 | Link it to a dataset from your use case |
| 4 | Configure training — epochs, batch size, learning rate, augmentation |
| 5 | Start training — model runs inside your secure Kubernetes environment |
Results appear on the use case leaderboard in the tracebloc web app.
- A tracebloc account — sign up free
- An active use case with a dataset — how to join one
- A model file — grab one from the model zoo or build your own
Platform · Docs · Model zoo · PyPI package · Discord
Apache 2.0 — see LICENSE.
Need help? support@tracebloc.io or open an issue.