PapersSummaries of machine learning papers
Stars: ✭ 2,362 (+3373.53%)
DeepBeerInventory-RLThe code for the SRDQN algorithm to train an agent for the beer game problem
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Drl4recsysCourses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
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Awesome System For Machine LearningA curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
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event-extraction-paperPapers from top conferences and journals for event extraction in recent years
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Linformer PytorchMy take on a practical implementation of Linformer for Pytorch.
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libpillowfightSmall library containing various image processing algorithms (+ Python 3 bindings) that has almost no dependencies -- Moved to Gnome's Gitlab
Stars: ✭ 60 (-11.76%)
igniteA Mixin and Access Widener mod loader for Spigot/Paper
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Machine Learning ResourcesA curated list of awesome machine learning frameworks, libraries, courses, books and many more.
Stars: ✭ 226 (+232.35%)
deep-learning-resourcesA curated list of deep learning resources books, courses, papers, libraries, conferences, sample code, and many more.
Stars: ✭ 101 (+48.53%)
RCAPapersPapers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes: https://dreamhomes.top/
Stars: ✭ 89 (+30.88%)
Robosumo Code for the paper "Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments"
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awesome-rlAwesome RL: Papers, Books, Codes, Benchmarks
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MTFModular Tracking Framework
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CardboardThe Bukkit/Spigot/Paper API implementation for Fabric
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Research Paper NotesNotes and Summaries on ML-related Research Papers (with optional implementations)
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PMMasterQuestTake Paper Mario 64, buff old and new enemies to absurd levels, then rebalance Mario's overpowered strategies, and you've got one of the most difficult hacks of all time: Paper Mario Master Quest. The Discord:
Stars: ✭ 58 (-14.71%)
grakkitA modern JavaScript development environment for Minecraft.
Stars: ✭ 184 (+170.59%)
PaperShellNice and flexible template environment for papers written in LaTeX
Stars: ✭ 117 (+72.06%)
Practical-DRLThis is a practical resource that makes it easier to learn about and apply Practical Deep Reinforcement Learning (DRL) https://ibrahimsobh.github.io/Practical-DRL/
Stars: ✭ 66 (-2.94%)
SharkStockAutomate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to choose an action to sell, buy, or hold the stocks to maximize the gain in asset value. The paper also acknowledges the need for a system that predicts the trend in stock value to work along with the reinforcement …
Stars: ✭ 63 (-7.35%)
RL courseThe page of the Ural Federal University course "Reinforcement Learning and Neural Networks"
Stars: ✭ 23 (-66.18%)
action-branching-agents(AAAI 2018) Action Branching Architectures for Deep Reinforcement Learning
Stars: ✭ 91 (+33.82%)
STAWMCode for the paper 'A Biologically Inspired Visual Working Memory for Deep Networks'
Stars: ✭ 21 (-69.12%)
PwcPapers with code. Sorted by stars. Updated weekly.
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scala-rlFunctional Reinforcement Learning in Scala.
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Awesome Groundingawesome grounding: A curated list of research papers in visual grounding
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good robot"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
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abcSeqGAN but with more bells and whistles
Stars: ✭ 25 (-63.24%)
Gpt 2Code for the paper "Language Models are Unsupervised Multitask Learners"
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dqn-obstacle-avoidanceDeep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network
Stars: ✭ 57 (-16.18%)
Triplet AttentionOfficial PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]
Stars: ✭ 222 (+226.47%)
doughLibrary containing a lot of useful utility classes for the everyday Java and Spigot/Paper developer.
Stars: ✭ 26 (-61.76%)
Nfnets PytorchNFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch
Stars: ✭ 215 (+216.18%)
Paper-clipList of various interesting papers
Stars: ✭ 16 (-76.47%)
king-pongDeep Reinforcement Learning Pong Agent, King Pong, he's the best
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Research In ProductionA collection of research papers categorized by real-world systems that enact them
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EpgCode for the paper "Evolved Policy Gradients"
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omdJAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
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glico-learning-small-sampleGenerative Latent Implicit Conditional Optimization when Learning from Small Sample ICPR 20'
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PaperPaper is a fast NoSQL-like storage for Java/Kotlin objects on Android with automatic schema migration support.
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yarllCombining deep learning and reinforcement learning.
Stars: ✭ 84 (+23.53%)
Rainy☔ Deep RL agents with PyTorch☔
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memorizeCode and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019
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