Research · Vendor site 2026-10-04
NeuralForecast is Nixtla's open-source Python library of neural forecasting models such as NBEATS, NHITS, TFT, and PatchTST with sklearn-style APIs, probabilistic outputs, and hyperparameter tuning. Nixtla also markets an enterprise TimeGPT engine, while NeuralForecast docs focus on developer-friendly model collections and training utilities.
Forecasting practitioners who need a broad neural model zoo with unified sklearn-like interfaces in Python.
Library users must provision their own compute; enterprise TimeGPT pricing is sales-led and separate from OSS installs.
NeuralForecast packages many proven neural forecasting architectures with exogenous variable support, interpretability helpers, and automatic hyperparameter search.
What it can do
Unknown is different from unavailable. Each fact carries its own evidence.
| Capability | Value | Evidence | Checked |
|---|---|---|---|
| Model collection | Intro docs list implementations including MLP, LSTM, NBEATS, NHITS, TFT, PatchTST, and additional architectures. | Facts sourced | 2026-10-04 |
| Probabilistic forecasting | Documentation highlights quantile losses and parametric distribution adapters for probabilistic outputs. | Facts sourced | 2026-10-04 |
| Install commands | Docs provide pip and conda install instructions for the neuralforecast package. | Facts sourced | 2026-10-04 |
Understand the total cost
Free
Free
NeuralForecast installs free via pip or conda; Nixtla's commercial engine offers a requestable free trial but library usage is open source.
Keymate.AIKeymate.AI is an AI memory workspace for marketing, ops, and sales teams working inside ChatGPT. Users organize PDFs, Google Docs, YouTube links, and web pages into searchable collections, automate via Make.com, and optionally add paid credits for browsing and knowledge-base training.
Explore tool
NewsBlurIt emphasizes social reading, feed training, and open-source self-hosting for power users.
Explore tool
CertifierCertifier is a digital credential platform for designing, bulk-issuing, and verifying certificates and OpenBadge-compliant badges. Organizations automate branded delivery, recipient portals, and analytics while connecting issuance to CRM and LMS tools.
Explore toolThe practical questions
NeuralForecast is Nixtla's open-source Python library of neural forecasting models such as NBEATS, NHITS, TFT, and PatchTST with sklearn-style APIs, probabilistic outputs, and hyperparameter tuning. Nixtla also markets an enterprise TimeGPT engine, while NeuralForecast docs focus on developer-friendly model collections and training utilities.
NeuralForecast installs free via pip or conda; Nixtla's commercial engine offers a requestable free trial but library usage is open source.. This record lists ongoing free access; check the plan limits before starting.
No paid monthly price is listed; this record treats the product as free to start. See the plan cards for entitlements, billing commitments and seat minimums.
NeuralForecast is a Python library; Nixtla's broader platform documents APIs and a free trial for the managed engine separately.. API access and subscription access may have different terms; consult the linked sources.
Library users must provision their own compute; enterprise TimeGPT pricing is sales-led and separate from OSS installs.
No retained pricing changes yet. A current price alone does not establish a historical trend.
Reviewed vendor source
Read original source ↗Facts apply to the named version and check date. Send a sourced correction if something changed.