# OpenTSLM/TimeNet

> TimeNet is a Python SDK and CLI for finding, building, downloading, and loading time-series datasets through a single TimeF format. It solves the problem of incompatible time-series storage layouts while leaving model training and inference to your chosen framework.

- Magnitude: 1.4 out of 10 — Steady
- Stars: 87 total · +0 stars measured 2026-11-14, 00:07–11:19 UTC, ≈ 1 by evening
- Star trust: star growth looks organic
- Category: Data & analytics · Language: Python · License: MIT · Created: 2026-07-08 · Last push: 2026-11-13
- GitHub: https://github.com/OpenTSLM/TimeNet · Homepage: https://docs.timenet.ai · Page: https://gitnova.dev/en/r/OpenTSLM/TimeNet

## Useful for

- Build a time-series dataset from a raw source into TimeF format via a connector
- Load a specific dataset version from the local registry and get signals as numpy arrays
- Prepare a dataset for training or fine-tuning a Temporal AI Model such as OpenTSLM

## Why it’s here

- Star-counter measurements on 2026-11-14 (UTC), 00:07–11:19: 87 → 87 stars (+0). This is the change over that interval.
- Hacker News: “TimeNet: Open-source data infrastructure for Temporal Foundation Models” — 52 points, 3 days ago.
- Recent forks include notable developers: @mbrukman (402 followers).

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 12
- Issues and pull requests: 702
- Watchers: 0
- Average over the last week: 11 per day
- Usual pace: 0 per day
- Stars in the last hour (measured): 0
- Latest release: v0.12.0 (2026-11-11)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-16 … 2026-11-14: 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14, 12, 38, 9, 2, 0

## Magnitude by day, last 4 days

11-11 3.4, 11-12 4.8, 11-13 3.0, 11-14 1.6

## Hacker News

- TimeNet: Open-source data infrastructure for Temporal Foundation Models — 52 points, 9 comments: https://news.ycombinator.com/item?id=50443264

## Spotted in now

- Spotted on Hacker News

## Similar by description

1. **deepseek-ai/3FS** — 1.0 · Steady · DevOps & infrastructure · C++ · +1 star measured 2026-11-14, 00:12–11:20 UTC, ≈ 3 by evening
   3FS is a distributed file system from DeepSeek for AI training and inference workloads, using SSDs and RDMA networks as a shared storage layer.
   Full card: https://gitnova.dev/en/r/deepseek-ai/3FS.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-11-14 11:22 UTC, updated every 30 minutes.