A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎,预测万物
DecisionPivot: a diagnostic benchmark for decision models in LLM systems. Contrast pairs that differ in one decisive detail, generators with independent solvers, scorer and runners.
polymarket tools
160-tool MCP server for real-time global intelligence from free public APIs: markets, liquidity, prediction markets, SEC filings, conflict, military, aircraft-cohort early warning, migration and border flows, cyber, climate, news and more. Dated observation history, 29 research prompts, cited briefs, geofences, SSE dashboard. MIT, no paid API keys.
RelateAnything: Real-Time Open-Vocabulary Relation Prediction From Any Inputs
A unified trading API with more than 100 crypto exchanges and prediction markets in JavaScript / TypeScript / Python / C# / PHP / Go / Java / Rust
Official implementation of Video Prediction Policy 2: Predict Better, Act Better
A neural network from OpenAI that scores how well text snippets match images, trained on image-text pairs for zero-shot prediction.
Statsmodels: statistical modeling and econometrics in Python
AI agents that actually place the trade. 12 brokers, real backtests, stocks options futures forex crypto and prediction markets.
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
This project presents a comparative machine learning framework for heart attack risk prediction using Python. It includes data preprocessing, feature engineering, SMOTE for class balancing, cross validation, and performance evaluation of multiple ML models.
CCXT for prediction markets. PMXT is a unified API for trading on Polymarket, Kalshi, and more.
Easy, fast, and memory-efficient structure prediction inference
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.
A framework for collecting and analyzing prediction market data, including the largest publicly available dataset of Polymarket and Kalshi market and trade data.
Open Source AI trading agent that operates autonomously across 1000+ markets - Polymarket, Kalshi, Binance, Hyperliquid, Solana DEXs, 5 EVM chains. Scans for edge, executes instantly, manages risk while you sleep. Agent commerce protocol for machine-to-machine payments. Self-hosted. Built on Claude.
A fully open source biomolecular structure prediction model based on AlphaFold3
A toolkit for building AI-automated trading strategies on Kalshi prediction markets.
Python Toolkit for Causal and Probabilistic Reasoning
Official source repository for the Weather Research and Forecasting (WRF) model, a Fortran numerical weather prediction and atmospheric simulation system.
🌊 Images to 3D parallax videos
Simulate anything, for $1 & less than 10 min - Universal Swarm Intelligence Engine
Cutoff-aware driver ratings and four-pool Formula 1 qualifying predictions (Q2, Q3, Top 3, pole)
Jag: Direct Box Prediction for Efficient Visual Grounding
Python library that computes Shapley-value explanations for the predictions of any machine learning model.
Lightning ⚡️ fast forecasting with statistical and econometric models.
Implementation of the Aurora model for Earth system forecasting
🔐 AI decoding Trump's posts × stock market | AI 解碼川普推文 × 美股 | AIでトランプ投稿×株式市場を解読 — 31.5M models, 61.3% hit rate, open source
Real-time OSINT command center for the Iran/Israel and Russia/Ukraine theaters — 50+ live open-source intelligence sources (news, Telegram, military aircraft & naval tracking, missile alerts, prediction & defense markets) in one dashboard. No API keys. Free. Next.js + TypeScript.
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.
GTR: Gated Token Recurrence for Efficient Dense Prediction
Official repo for The Imitator Game: Benchmarking Robot Imitative Ability Beyond Action Prediction
Official repository of "WAVE-0: Bridging VLA Policies and WAMs with Lightweight Latent Future Prediction"
Probabilistic time series modeling in Python
NeuralProphet: A simple forecasting package
This repository helps you learn Python and Machine Learning from scratch.
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related websites.
Natural Gradient Boosting for Probabilistic Prediction
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
A free, open-source book that explains how crypto actually works. 15 chapters covering Bitcoin, Ethereum, Solana, DeFi, MEV, market structure, custody, stablecoins, governance, quantum resistance, and prediction markets.
llama.cpp fork for significantly improved performance on Ampere (especially RTX 3090 / 3090 Ti): example: 95+ tok/s over a 100K-token generation at temperature 1 for qwen3.8, supporting full 262K ctx. Supports low memory (12gb) configs for 200k+ ctx
A server-authoritative co-op multiplayer starter for Godot 4 with a ready-up lobby, client-side prediction, reconciliation and validated RPCs.
PIE is a perturbation effect prediction model that generalizes to unseen biological conditions
Making Protein folding accessible to all!
The AWS Amplify CLI is a toolchain for simplifying serverless web and mobile development.
Message Passing Neural Networks for Molecule Property Prediction
🤖 A Python library for learning and evaluating knowledge graph embeddings
Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
Satellite tracker and pass predictor for Android, inspired by Gpredict
Launch your own web3 decentralized prediction market in minutes (Polymarket like)
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
Quota monitor & cache manager for Google Antigravity IDE: Gemini/Claude/GPT quota and weekly limits, usage trends with runway prediction, conversation context window monitor, Brain/Code Tracker cache cleanup, auto-accept mode, AI commit message generator. 15 languages.
An extension of XGBoost to probabilistic modelling
ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests & Ensembl Models.
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.
AI-Powered Financial Analysis Desktop App — 7 Engines, 17+ Ratios, Bankruptcy Prediction, TSETMC Live, 100% Offline