Free Ai Resources🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
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Flappy EsFlappy Bird AI using Evolution Strategies
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L2cLearning to Cluster. A deep clustering strategy.
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Php MlPHP-ML - Machine Learning library for PHP
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SnakeArtificial intelligence for the Snake game.
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Helix theory螺旋论(theory of helix)—— “熵减机理论(可用来构建AGI、复杂性系统等)”
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RavensTrain robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
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Image classifierCNN image classifier implemented in Keras Notebook 🖼️.
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Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
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NotebooksSome notebooks
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Papers Literature Ml Dl Rl AiHighly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
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Rlai ExercisesExercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]
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ToycarirlImplementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)
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SimulatorA ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
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ElfAn End-To-End, Lightweight and Flexible Platform for Game Research
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AtariAI research environment for the Atari 2600 games 🤖.
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DreamerDream to Control: Learning Behaviors by Latent Imagination
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Gan SandboxVanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.
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Face.evolve.pytorch🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
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Transfer Learning SuiteTransfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
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Awesome MlssList of summer schools in machine learning + related fields across the globe
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Deep trafficMIT DeepTraffic top 2% solution (75.01 mph) 🚗.
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Batch PpoEfficient Batched Reinforcement Learning in TensorFlow
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HyperganComposable GAN framework with api and user interface
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Learning2runOur NIPS 2017: Learning to Run source code
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Ai Reading MaterialsSome of the ML and DL related reading materials, research papers that I've read
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GymSeoul AI Gym is a toolkit for developing AI algorithms.
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Chemgan ChallengeCode for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.
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MapleaiAI各领域学习资料整理。(A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.)
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PolyaxonMachine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
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DoyouevenlearnEssential Guide to keep up with AI/ML/DL/CV
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TA3N[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
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Awesome Ml CoursesAwesome free machine learning and AI courses with video lectures.
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MindparkTestbed for deep reinforcement learning
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AdeptrlReinforcement learning framework to accelerate research
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Awesome AiA curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)
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Dm controlDeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
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DynamicsA Compositional Object-Based Approach to Learning Physical Dynamics
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temporal-sslVideo Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
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Change Detection ReviewA review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
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DeeppicarDeep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
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Revisiting-Contrastive-SSLRevisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
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Applied Reinforcement LearningReinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
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KD3AHere is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".
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CiffCornell Instruction Following Framework
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Awesome Ai BooksSome awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
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EvostraA fast Evolution Strategy implementation in Python
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