StartLuxLabs / StartLux-Decision

Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.

Polytutor-AI-Labs / polymarket-black-scholes-hft-bot

Real-time HFT bot for Polymarket crypto Up/Down markets combining CLOB order books, Chainlink feeds and multi-exchange prices with TWAP and Black-Scholes probability models; paper mode and backtests.

Simreal-AI / future-prediction-bench

[Public alpha] Probability forecasting protocols, delayed-reward agent rollouts, and verifiable real-world task environments.

malevrigns / agent-jev

AgentJev-0.6B - a fast 'System One' decision model for AI Agents: feed it any unstructured state (diffs, traces, logs) and structured questions, get calibrated probability distributions back in one ~50ms forward pass. Zero output-token decoding.

tensorflow / probability

Probabilistic reasoning and statistical analysis in TensorFlow

orico / www.mlcompendium.com

The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.

cpmech / gosl

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

fortran-lang / stdlib

Fortran Standard Library

JuliaStats / Distributions.jl

A Julia package for probability distributions and associated functions.

hildensia / bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

WillianFuks / tfcausalimpact

Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.

cfgranda / ps4ds

Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises

LuxAlgo / prop-firm-sim

Know your odds before you pay the fee: open-source Monte Carlo simulation of prop-firm challenges over each firm's exact ruleset. Pass probability, expected attempts and cost, EV, optimal risk sizing. Engine, CLI, and MCP server. Deterministic, zero telemetry. By LuxAlgo.

kouhxp / gutsy

Local decision model with calibrated probabilities: send a state and yes/no, choice or score questions, get a probability for every option. 0.8B GGUF on CPU, Jev-style API.

oss-codes / flashvad

FlashVAD is a small causal voice-activity detector and integration toolkit for low-latency voice calls. It emits one speech probability every 10 ms

SeasonCake / bidking-inference

BidKing product source, self-hostable service components, and a standalone discrete-inference toolkit. MIT-licensed first-party code.

nico-martin / open-jev

open-jev is a browser-focused TypeScript library for typed decisions: one piece of text (the state) plus any number of typed questions go in, and one forward pass returns a calibrated probability distribution per question. Nothing is generated, so an answer is always one of the options you provided.

Chuf-H / jev-tree

Jev-native probability tree and graph runtime for verifiable multi-step decision making.

IamBusy / OpenJev-Vision

Open visual probability research: encode an image once, answer multiple structured questions. Public data, trained weights, reproducible baselines and failure cases.

else24 / kalshi-market-bot

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.

digistoremaster / jackapp-pro-lotto-statistik-software

Algorithmic Lottozahlen Vorhersage Engine & Statistical Analysis Toolkit for German LOTTO 6aus49 & EuroJackpot (Jackapp PRO).

zhihz / openjev

Local bilingual probability decisions from context, questions, and candidate answers. Independent research preview inspired by TypeSafe Jev.

manjunathshiva / opendecider

Open, calibrated System 1 decision models: typed choice / score / yes-no answers with a probability for every option. 400M to 80B; CPU, NVIDIA, Apple Silicon, LM Studio, Ollama and vLLM.

Lean-MoDS / StatsMLlib

Verified probability, statistics, and learning theory in Lean 4

AbdelStark / jev-benchmarks

Probability-aware evaluation for typed decision models: calibration, selective risk, latency, and reproducible benchmarks.