Awesome Ai In Finance🔬 A curated list of awesome machine learning strategies & tools in financial market.
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Gym Alttp GridworldA gym environment for Stuart Armstrong's model of a treacherous turn.
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FragileFramework for building algorithms based on FractalAI
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Summary loopCodebase for the Summary Loop paper at ACL2020
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FullstackmachinelearningMostly free resources for end-to-end machine learning engineering, including open courses from CalTech, Columbia, Berkeley, MIT, and Stanford (in alphabetical order).
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AcisActor-Critic Instance Segmentation (CVPR 2019)
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Bullet3Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
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A3cMXNET + OpenAI Gym implementation of A3C from "Asynchronous Methods for Deep Reinforcement Learning"
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DrlkitA High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
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BoleroBehavior Optimization and Learning for Robots
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GymSeoul AI Gym is a toolkit for developing AI algorithms.
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Gym GridworldsGridworld environments for OpenAI gym.
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Gym DartOpenAI Gym environments using DART
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Neural Architecture Search With RlMinimal Tensorflow implementation of the paper "Neural Architecture Search With Reinforcement Learning" presented at ICLR 2017
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Pytorch A3cPyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
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Easy21Reinforcement Learning Assignment: Easy21
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RlcardReinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
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BindsnetSimulation of spiking neural networks (SNNs) using PyTorch.
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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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ChainerrlChainerRL is a deep reinforcement learning library built on top of Chainer.
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Vowpal wabbitVowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
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Pokerrl OmahaOmaha Poker functionality+some features for PokerRL Reinforcement Learning card framwork
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Unity Ml EnvironmentsThis repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.
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BlocksBlocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
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Gym PandaAn OpenAI Gym Env for Panda
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OrbitOpen source collection of Reinforcement Learning Environments.
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Batch PpoEfficient Batched Reinforcement Learning in TensorFlow
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DeepbootcampSolved lab problems, slides and notes of the Deep Reinforcement Learning bootcamp 2017 held at UCBerkeley
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World Models Sonic PytorchAttempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed
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Ml In TfGet started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
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DoyouevenlearnEssential Guide to keep up with AI/ML/DL/CV
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Deepqlearning.jlImplementation of the Deep Q-learning algorithm to solve MDPs
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Rl algosReinforcement Learning Algorithms
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FlappybirdrlFlappy Bird hack using Reinforcement Learning
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Meta rlThe Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.
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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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Deep Q LearningMinimal Deep Q Learning (DQN & DDQN) implementations in Keras
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Rl Baselines ZooA collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
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Stock Price Trade AnalyzerThis is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.
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Rainbow Is All You NeedRainbow is all you need! A step-by-step tutorial from DQN to Rainbow
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Async DeeprlPlaying Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
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ToyboxThe Machine Learning Toybox for testing the behavior of autonomous agents.
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Left ShiftUsing deep reinforcement learning to tackle the game 2048.
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DeepgtavA plugin for GTAV that transforms it into a vision-based self-driving car research environment.
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Awesome MlssList of summer schools in machine learning + related fields across the globe
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MujocounityReproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).
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Deep trafficMIT DeepTraffic top 2% solution (75.01 mph) 🚗.
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Deterministic Gail PytorchPyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
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Qualia2.0Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.
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EmdpEasy MDPs and grid worlds with accessible transition dynamics to do exact calculations
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