An AI Hedge Fund Team

🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

Examples and guides for using the OpenAI API

Implementation of Pluribus by Noam Brown & Tuomas Sandholm, a Superhuman AI for 6-MAX No-Limit Holdem Poker Bot.

Simplest working implementation of Stylegan2 in Pytorch.

A simplified implemention of Faster R-CNN that replicate performance from origin paper

PyTorch implementations of Generative Adversarial Networks.

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Parsing the hand histories that poker AI Pluribus played

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Open deep learning compiler stack for cpu, gpu and specialized accelerators

The author's officially unofficial PyTorch BigGAN implementation.

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Compare GAN code.

Counterfactual regret minimization algorithm for Kuhn poker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

This code is based on the implementation of http://www.cs.cmu.edu/afs/cs/Web/People/sandholm/potential-aware_imperfect-recall.aaai14.pdf, you can read it to understand its details.

Datasets, Transforms and Models specific to Computer Vision

Translation of <Machine Learning Yearning> by Andrew NG

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research.