Applied Ml📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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Nlg RlAccelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
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NotesThe notes for Math, Machine Learning, Deep Learning and Research papers.
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Deep Learning DrizzleDrench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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LeakganThe codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
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Fast abs rlCode for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
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Matterport3dsimulatorAI Research Platform for Reinforcement Learning from Real Panoramic Images.
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CatalystAccelerated deep learning R&D
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MinervaMeandering In Networks of Entities to Reach Verisimilar Answers
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CourseraQuiz & Assignment of Coursera
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Data Science ToolkitCollection of stats, modeling, and data science tools in Python and R.
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Mlinterview A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
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BlocksBlocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
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Dl Nlp ReadingsMy Reading Lists of Deep Learning and Natural Language Processing
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CoursesQuiz & Assignment of Coursera
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Ml MiptOpen Machine Learning course at MIPT
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CiffCornell Instruction Following Framework
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DemosSome JavaScript works published as demos, mostly ML or DS
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Awesome TensorlayerA curated list of dedicated resources and applications
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LtpLanguage Technology Platform
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TrankitTrankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
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RaisimlibRAISIM, A PHYSICS ENGINE FOR ROBOTICS AND AI RESEARCH
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MatchzooFacilitating the design, comparison and sharing of deep text matching models.
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ElfELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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Awesome ArabicA curated list of awesome projects and dev/design resources for supporting Arabic computational needs.
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NlpruleA fast, low-resource Natural Language Processing and Text Correction library written in Rust.
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A3c tradingTrading with recurrent actor-critic reinforcement learning
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TrpoTrust Region Policy Optimization with TensorFlow and OpenAI Gym
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MetacarA reinforcement learning environment for self-driving cars in the browser.
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ChakinSimple downloader for pre-trained word vectors
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Self Driving TruckSelf-Driving Truck in Euro Truck Simulator 2, trained via Reinforcement Learning
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Neural Symbolic MachinesNeural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
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PythonlinearnonlinearcontrolPythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.
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Nlp101NLP 101: a resource repository for Deep Learning and Natural Language Processing
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GdrlGrokking Deep Reinforcement Learning
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Clause🏇 聊天机器人,自然语言理解,语义理解
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NlpSelected Machine Learning algorithms for natural language processing and semantic analysis in Golang
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Deeprl Tensorflow2🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
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Seq2seq SummarizerPointer-generator reinforced seq2seq summarization in PyTorch
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Pytorch TrpoPyTorch implementation of Trust Region Policy Optimization
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Pomdps.jlMDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
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RlzooA Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
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Irl ImitationImplementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
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Ai Deadlines⏰ AI conference deadline countdowns
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Tetris mctsMCTS project for Tetris
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Deep Learning Roadmap📡 Organized Resources for Deep Learning Researchers and Developers
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Neuron pokerTexas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
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