Official code, locked protocols, and audit artifacts for "Jev-Routed Temporal Granularity with Recovery and Hysteresis for Causal Video Generation": per-segment fine/coarse/hold routing for Causal-rCM (Wan2.1-1.3B) via the Jev oracle, with two-GPU (T4/A100) feasibility audits.
Time series forecasting with PyTorch
Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
Open-source security automation platform for teams and AI agents
Atlassian Python REST API wrapper. The atlassian-python-api library provides a simple and convenient way to interact with Atlassian products (such as Jira Service management, Jira Software, Confluence, Bitbucket and apps Insight, X-Ray) using Python. It is based on the official REST APIs of these products and by community for Atlassian
Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.
A list of disposable/temporary email address domains
Temporal Python SDK
Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, regression and signal processing in Python
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
Describe Anything, Anywhere, at Any Moment (DAAAM), a novel approach to real-time, large-scale, spatio-temporal memory
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
VidMap: Exploiting Temporal Structure for Video-Based Structure-from-Motion (ECCV 2026)
白箱AGI架构探索:元认知(自我认知循环)、持续学习(知识飞轮)、世界模型(条件空间+语义时空图)、自我改进(自举纪律)、零LLM白箱管线与可审计信任护栏。
Agentic memory infra for AI agents
[NeurIPS 2026] Official code of "StreamPI: Streaming Multimodal Temporal Modeling for Vision-Language-Action Models"
🎬 OraRL — Annotations as Rollouts for efficient, scalable reinforcement learning of unified video MLLMs.
Self Gradient Forcing (SGF) recovers the missing context-gradient path for self-generated causal memory through a bounded two-pass replay, enabling models trained with only a 5-second window to extrapolate to minute-scale videos with stronger identity, layout, and temporal stability.
OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding
TempoVista is the official implementation of Dyn-3D, a benchmark and training pipeline for 3D spatial reasoning in vision-language models. The release contains frame-selection tools, SFT and Kinematic-GSPO training code, benchmark evaluation scripts, Dyn-3D annotations, and checkpoints for Qwen3-VL and InternVL3.5.
GPU-native NVIDIA video enhancement, restoration, temporal analysis, and experimental DLSS 5 Neural Rendering nodes for ComfyUI.
Python-first systemic-risk research software for evidence-graded, bitemporal dependency graphs. Import JSON, CSV, GraphML, or NetworkX; run bounded shocks, compare constrained interventions and sensitivity surfaces, and export recomputation-verifiable RiskPacks. Includes 16 scenario-only cases and 11 connector contracts.
RynnValue: Scaling Robotic Value Foundation Models with Temporal Distance
MosaiChunk: Compositing Spatio-Temporal Memory for Autoregressive Video Generation
Code for "HTD-Refine: Natural Human Motion Recovery by Aligning High-Order Temporal Dynamics from Monocular Videos", CVPR2026
Codebase for "StreamHOI: Interaction-aware Temporal Context Adaptation for Streaming HOI Video Synthesis"
Multi-source risk-aware graph learning for financial statement fraud detection under strict temporal evaluation.
Standalone multi-reference image conditioning for LTX-2.5 in ComfyUI, with MSR LoRA slot embeddings and negative temporal offsets.
Zero-dependency local-first AI memory engine: graph memory, multimodal ingestion, reranking, temporal reasoning, hash-chained ledger, capsule compression, memory formation + runtime layers. 52 MCP tools (41 native + 11 compatible). MIT.
A 6-week open-source course on harness engineering: durable pipelines, temporal knowledge graphs, error analysis and MCP.
Local-first detection and temporal localization of reused footage in egocentric video.
A stress-testing benchmark for partial-completion evaluators in stateful multi-turn agents, focusing on temporary progress, rollback, and attribution failures.
AI Integrations for Temporal
Temporary ADB root tool for Xiaomi devices (kernel 5.10.236).
[ICML 2026] Official implementation of "PVDepth: Panoramic Video Depth Estimation via Geometry-Aware Spatiotemporal Adaptation".
The Missing Temporal Link: Temporal Context Routing for Script-Driven Audio-Video Generation
Automatically resume the exact same conversation in the Codex desktop app on Windows after usage-limit resets, rate limits, or temporary failures.
A Telegram bot for generating and managing temporary email inboxes on demand.