JEPA-Anything: Learning Predictive Models across Different Worlds
A small proof-of-concept language model (not an LLM) that aims to incorporate latent-space prediction, internal state using recurrent trace units, and byte-by-byte output, built with MLX.
Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)
Phil is a self-improving trader: an AI agent that trades short-term prediction markets and rewrites his own strategy after every settled bet. Paper 24/7 in the cloud; small capped real stakes via Pearl Connect.
INTACT: Isomorphic Intent-to-Action Learning for Search-Free World Models.
FLUX 3 Action: open weights 7B world action model from Black Forest Labs. Train, fine-tune and run action prediction for robots (DROID, SO-101), simulators and games.
One open-source API for prediction markets. Trade Kalshi, Polymarket, Polymarket US and Opinion with one Python SDK: unified market data, smart order routing across venues, and advanced order types. Plus tick-level Kalshi order book history.
Polymarket trading bot for prediction markets — browse CLOB markets, watch the order book in the terminal, run edge detection, liquidity provision and cross-market arbitrage strategies with paper trading and risk limits. Educational open-source toolkit — not financial advice. Unofficial community project, not affiliated with Polymarket.
Marionette: Predicting World States, Rendering Geometry, Painting Appearance
AI-Powered Financial Analysis Desktop App — 7 Engines, 17+ Ratios, Bankruptcy Prediction, TSETMC Live, 100% Offline
InternW0-Δ : A World Action Model Bridging Predictive Dynamics and Actions with 20K+ Hours of Open Data
Predictive CI/CD failure prevention and automated remediation using LLMs - prototype implementing Indian Patent App No. 202641038921
Official PyTorch implementation of HGPTrans: hierarchical graph-pooling Transolver for vehicle aerodynamic drag prediction (Cd regression) from STL meshes.
Frame-Synchronous Dual-Head Modeling for Joint Streaming ASR and Turn State Prediction
Concrete compressive strength prediction GUI based on IGWO-LightGBM.
AISimulate predicts LLM serving behavior and searches for strong deployment configurations offline, without bringing up a GPU serving cluster
A compiler for a small C-like language, written from scratch in Python: table-driven DFA scanner, transition-diagram predictive parser generated from a plain-text grammar with FIRST/FOLLOW sets, semantic analysis and three-address code generation onto a 12-instruction stack VM.
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Easy, fast, and memory-efficient structure prediction inference
[NeurIPS 2026] The Official Implementation of "ODEWorld: A Continuous Predictive Architecture via Physical-Time Flow"
Predictive Action Diffusion for Steerable Onboard Humanoid Control
AD-E2E-JEPA: A Joint-Embedding Predictive Architecture For End-to-End Autonomous Driving
Python maker bot for Polymarket BTC 5-minute Up/Down markets. Mints complete sets, rests post-only asks, merges pairs, and redeems the winner.
The offical code of ω-0: A Latent Predictive World Action Model for Concurrent Humanoid Loco-Manipulation
A causal reasoning world model for embodied intelligence, predicting future video through explicit chain-of-thought over motion and geometry with flexible multimodal conditioning.
PIE is a perturbation effect prediction model that generalizes to unseen biological conditions
Serving Qwen3.8-27B-FP8 on a single DGX Spark (GB10): 7.88 to 58.5 tok/s single-stream from decode strategy alone, weights untouched. Speculative decoding and prefix caching benchmarked, plus DFlash 2 — the only Qwen3.8-27B build that can serve it under vLLM.
Kalshi trading bot for prediction markets — browse event contracts and watch the order book in real time, run market making and momentum/reversion strategies with paper trading, risk limits and position sizing. Educational toolkit — not financial advice. Unofficial community project, not affiliated with Kalshi.
Single neuron simulator/ prediction benchmark; uses Hodgkin-Huxley with novel mechanisms
AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up.
Tools Are Not Islands: Set-Level Tool Retrieval for LLM Agents via Query-Conditioned Hyperedge Prediction
Do funding rates predict returns? A survivorship-free test on 6.1M settlements across three venues.
投镜 · Personal Investment Twin — an AI investment decision coach: rebuilds your investment episodes from your own trading history, attributes P&L with deterministic computation, and reminds you before you repeat past mistakes. No stock picks, no prediction, no auto-trading.
Home Assistant add-on that forecasts who will be home, hour by hour, for the next 48 hours. Including estimated time of depature and arrival.
Scans Kalshi and Polymarket for arbitrage opportunities, runs the strategy as paper trading on live prices, and backtests it. Built with https://synpath.dev
Kalshi trading bot for prediction markets — browse event contracts and watch the order book in real time, run market making and momentum/reversion strategies with paper trading, risk limits and position sizing. Educational toolkit — not financial advice. Unofficial community project, not affiliated with Kalshi.
Kronos AI: Tiny Model That Beats Expensive Trading Bots - Open-source foundation model for financial candlesticks with Ollama Llama 3.2 Indian market analysis.
Autonomous AI trading system powered by Kronos. Forecasts markets, builds portfolios and paper-trades automatically with GitHub Actions.
AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up.
GPU-accelerated evaluation of perturbation prediction models
A self-updating awesome list of prediction markets, their data coverage, and tools - regenerated from structured data
Type-aware, evidence-backed delivery contract for AI coding harnesses. Different agents in. One predictable human handoff out.
Official implementation of "SLIM-0.5B: Learning Action-Grounded Predictive Latents for Robot Manipulation"
Exploring Learning and Optimization for Robot Motion Planning and Control.
A tiered-memory system design for workloads that don't fit in RAM: measure the working set, pin the hot tier, stream the cold tier from flash. Ships the residency calculator, measurement harnesses, and the build recipes behind it. Predictions validated against public benchmarks.
Official repository of "WAVE-0: Bridging VLA Policies and WAMs with Lightweight Latent Future Prediction"
CUMCM 数学建模 AI Skill|支持 Codex、Claude Code|深度读题、EDA 探索性分析、逐问建模、方案评分、文献与数据核验、Python 求解验证、优化/预测/仿真与完整竞赛交付
Jag: Direct Box Prediction for Efficient Visual Grounding
Evidence-driven forensic investigation: how a near-perfect A-share ML prediction signal collapsed under rigorous validation
⚖️ Kadı — a calibrated judge in front of your frontier LLM. Routine decisions answered locally with a conformal-prediction guarantee (≤ α disagreement with the oracle); everything else escalated and learned from. Zero-dependency Python.