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tream's Projects

2048-nn icon 2048-nn

A Deep Learning AI for 2048 (2048:94.15%, 4096:78.48%, 8192: 34.5% 16384: 0.177%)

ai4animation icon ai4animation

Bringing Characters to Life with Computer Brains in Unity

alphazero_gomoku icon alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

amazon-polly-sample icon amazon-polly-sample

Sample application for Amazon Polly. Allows to convert any blog into an audio podcast.

clip icon clip

Contrastive Language-Image Pretraining

cost_based_ml icon cost_based_ml

Determine optimal ML classification threshold based on costs of true negatives, false negatives, false positives and true positives.

cyclegan icon cyclegan

Software that generates photos from paintings, turns horses into zebras, performs style transfer, and more (from UC Berkeley)

discogan icon discogan

Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

discogan-pytorch icon discogan-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

ga3c icon ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

katago icon katago

GTP engine and self-play learning in Go

kobert icon kobert

Korean BERT pre-trained cased (KoBERT)

kogpt2 icon kogpt2

Korean GPT-2 pretrained cased (KoGPT2)

leela-zero icon leela-zero

Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.

omok_ai icon omok_ai

오목 인공지능(AI) 구현 프로젝트입니다.

phoenixgo icon phoenixgo

Go AI program which implements the AlphaGo Zero paper

pytorch-a3c icon pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

stable-diffusion-ui icon stable-diffusion-ui

A simple 1-click way to install and use Stable Diffusion on your own computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image.

stargan-v2 icon stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

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