Alphazero gomokuAn implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
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Alpha Zero GeneralA clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
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AilearningAiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
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muzeroA clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
Stars: ✭ 126 (+215%)
Mit Deep LearningTutorials, assignments, and competitions for MIT Deep Learning related courses.
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CurlCURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Stars: ✭ 346 (+765%)
pyDLGO基於深度學習的 GTP 圍棋(围棋)引擎,KGS 指引文件以及演算法教學。
Stars: ✭ 33 (-17.5%)
AirsimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Stars: ✭ 12,528 (+31220%)
IntrotodeeplearningLab Materials for MIT 6.S191: Introduction to Deep Learning
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starling-preloaderAn example preloader for Starling Framework running in Adobe Flash Player in a web browser
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UCThelloUCThello - a board game demonstrator (Othello variant) with computer AI using Monte Carlo Tree Search (MCTS) with UCB (Upper Confidence Bounds) applied to trees (UCT in short)
Stars: ✭ 26 (-35%)
TrixiManage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.
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Minecraft Reinforcement LearningDeep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
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mmnMoore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks
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datascience-mashupIn this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.
Stars: ✭ 36 (-10%)
xstateState machines and statecharts for the modern web.
Stars: ✭ 21,286 (+53115%)
grydsA Python package for geometric transformations of images for data augmentation in deep learning
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nebulaSource Code for the Home Server setup.
Stars: ✭ 48 (+20%)
obb-rulesOrion's Belt BattleGrounds battle engine
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kuzushiji-recognitionKuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.
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RLReinforcement Learning Demos
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cnn-number-detectionNumber detection implemented using TensorFlow with custom CNN architecture for fast inference and custom dataset
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RFDA-PyTorchOfficial Code for 'Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction' - ACM Multimedia2021 (ACMMM2021) Accepted Paper Task: Video Quality Enhancement / Video Compression Artifact Reduction
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planetA timetracker and a page generator
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stonneSTONNE: A Simulation Tool for Neural Networks Engines
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Carla-ppoThis repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.
Stars: ✭ 122 (+205%)
FastPosepytorch realtime multi person keypoint estimation
Stars: ✭ 36 (-10%)
finite-state-machineLightweight, decorator-based Python implementation of a Finite State Machine
Stars: ✭ 93 (+132.5%)
FLARToolKitNo description or website provided.
Stars: ✭ 14 (-65%)
C-Programming-GuideA guide for C Programming from the perspective of a Pulchowk student (IOE).
Stars: ✭ 26 (-35%)
CrowdNav DSRNN[ICRA 2021] Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning
Stars: ✭ 43 (+7.5%)
catseyeNeural network library written in C and Javascript
Stars: ✭ 29 (-27.5%)
knowledgeEverything I know. My knowledge wiki. My notes (mostly for fast.ai). Document everything. Brain dump.
Stars: ✭ 118 (+195%)
fastapi-templateCompletely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API as an API framework.
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pixas-editorIsometric pixel graphics editor
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deadwiki☠️ dead simple personal wiki
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feathersui-starlingUser interface components for Starling Framework and Adobe AIR
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tutorialsIntroduction to Deep Learning: Chainer Tutorials
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smachaSMACHA is a meta-scripting, templating, and code generation engine for rapid prototyping of ROS SMACH state machines.
Stars: ✭ 15 (-62.5%)
wikiscompilation of Women Who Go wikis
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DeepLearningFlappyFrogFlappy Frog hack using Deep Reinforcement Learning (Deep Q-learning). 暴力膜蛤不可取。
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MP-DQNSource code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"
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stm32blSTM32 MCU serial firmware loader (jet another stm32loader fw bootloader tool)
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docker-crowi[DEPRECATED] Crowi wiki on Docker
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multi-task-defocus-deblurring-dual-pixel-nimatReference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single …
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mind-flowAnother try of blogging or personal knowledge base
Stars: ✭ 22 (-45%)
w25qxxw25qxx full function driver
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blockchain-predictorDeep leraning cryptocurrency prediction with blockchain-based dataset
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DDPGEnd to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo
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