Public catalog
ml-operations
12 shown. Search ranks against problem language; browsing defaults to stronger public signals.
DVC
version datasets and model artifacts alongside Git commits
Verified 2026-08-10
JupyterLab
explore data and models interactively in a browser workspace
Verified 2026-08-10
MLflow
track model experiments, artifacts, metrics, and model versions
Verified 2026-08-10
Optuna
run resumable hyperparameter optimization with pruning
Verified 2026-08-10
PyTorch
train neural networks with eager Python execution and accelerator support
Verified 2026-08-10
Ray
scale Python tasks, training, tuning, or batch inference across machines
Verified 2026-08-10
Transformer Explainer
You are teaching or learning how GPT-style transformers turn text into next-token predictions and static architecture diagrams are not clicking
Verified 2026-08-10
Transformer Lab
You want to fine-tune open models (LoRA/QLoRA, DPO, ORPO) on your own Apple Silicon, NVIDIA, or AMD hardware but do not want to assemble separate training scripts, chat UIs, and eval harnesses by hand
Verified 2026-08-10
TransformerLens
You need to cache, edit, ablate, or replace internal activations of an open-source language model to reverse engineer the algorithms it learned
Verified 2026-08-10
Transformers
load, fine-tune, and evaluate pretrained transformer models
Verified 2026-08-10
uv
create and sync a fast reproducible Python environment
Verified 2026-08-10
Vision Transformer (vit_jax)
You have a modest labeled image dataset and need strong classification accuracy by fine-tuning a pretrained checkpoint instead of training a vision model from scratch
Verified 2026-08-10