Awesome RoboticsA curated list of awesome links and software libraries that are useful for robots.
Stars: ✭ 478 (-1.44%)
MazeMaze Applied Reinforcement Learning Framework
Stars: ✭ 85 (-82.47%)
RayAn open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Stars: ✭ 18,547 (+3724.12%)
NotesThe notes for Math, Machine Learning, Deep Learning and Research papers.
Stars: ✭ 53 (-89.07%)
Rl Baselines ZooA collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Stars: ✭ 839 (+72.99%)
SafeoptSafe Bayesian Optimization
Stars: ✭ 90 (-81.44%)
Hyperlearn50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Stars: ✭ 1,204 (+148.25%)
Rl Baselines3 ZooA collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
Stars: ✭ 161 (-66.8%)
DrlkitA High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Stars: ✭ 29 (-94.02%)
Deep Learning DrizzleDrench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Stars: ✭ 9,717 (+1903.51%)
LearningxDeep & Classical Reinforcement Learning + Machine Learning Examples in Python
Stars: ✭ 241 (-50.31%)
Spot mini miniDynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
Stars: ✭ 426 (-12.16%)
HuskarlDeep Reinforcement Learning Framework + Algorithms
Stars: ✭ 414 (-14.64%)
Robotics Rl SrlS-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Stars: ✭ 453 (-6.6%)
Mlinterview A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
Stars: ✭ 410 (-15.46%)
NeurojsA JavaScript deep learning and reinforcement learning library.
Stars: ✭ 4,344 (+795.67%)
Tensor HouseA collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
Stars: ✭ 449 (-7.42%)
Als CommunityReplicated and optimized community version of Advanced Locomotion System V4 for Unreal Engine 4.26 with additional bug fixes.
Stars: ✭ 389 (-19.79%)
Opt einsum⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
Stars: ✭ 397 (-18.14%)
Mushroom RlPython library for Reinforcement Learning.
Stars: ✭ 442 (-8.87%)
Deep Rl KerasKeras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (-18.56%)
Tensorflow ReinforceImplementations of Reinforcement Learning Models in Tensorflow
Stars: ✭ 480 (-1.03%)
Rl BookSource codes for the book "Reinforcement Learning: Theory and Python Implementation"
Stars: ✭ 464 (-4.33%)
TeachingTeaching Materials for Dr. Waleed A. Yousef
Stars: ✭ 435 (-10.31%)
MegengineMegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
Stars: ✭ 4,081 (+741.44%)
CoursesQuiz & Assignment of Coursera
Stars: ✭ 454 (-6.39%)
OptimOptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Stars: ✭ 411 (-15.26%)
Vue Smooth ReflowTransition an elements reflow when the data changes.
Stars: ✭ 407 (-16.08%)
Torch LightDeep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
Stars: ✭ 451 (-7.01%)
GentooltoA Gentoo Portage configuration for building with -O3, Graphite, and LTO optimizations
Stars: ✭ 399 (-17.73%)
World ModelsReimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
Stars: ✭ 398 (-17.94%)
SimpleExperimental Global Optimization Algorithm
Stars: ✭ 450 (-7.22%)
DlpackRFC for common in-memory tensor structure and operator interface for deep learning system
Stars: ✭ 398 (-17.94%)
Robosuiterobosuite: A Modular Simulation Framework and Benchmark for Robot Learning
Stars: ✭ 462 (-4.74%)
Autoinch优雅的iPhone全尺寸/等比例精准适配工具
Stars: ✭ 395 (-18.56%)
Reinforcement learning tutorial with demoReinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Stars: ✭ 442 (-8.87%)
Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (-18.76%)
Tensorflow BookAccompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Stars: ✭ 4,448 (+817.11%)
GeneticalgorithmpythonSource code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Stars: ✭ 435 (-10.31%)
ContextualbanditsPython implementations of contextual bandits algorithms
Stars: ✭ 390 (-19.59%)
UnrealReinforcement learning with unsupervised auxiliary tasks
Stars: ✭ 390 (-19.59%)
PandapowerConvenient Power System Modelling and Analysis based on PYPOWER and pandas
Stars: ✭ 387 (-20.21%)
Winapp2A database of extended cleaning routines for popular Windows PC based maintenance software.
Stars: ✭ 463 (-4.54%)
EnsmallenA header-only C++ library for numerical optimization --
Stars: ✭ 436 (-10.1%)
OnelogDead simple, super fast, zero allocation and modular logger for Golang
Stars: ✭ 389 (-19.79%)
SmacSMAC: The StarCraft Multi-Agent Challenge
Stars: ✭ 435 (-10.31%)
PypokerenginePoker engine for poker AI development in Python
Stars: ✭ 388 (-20%)
Opytimizer🐦 Opytimizer is a Python library consisting of meta-heuristic optimization techniques.
Stars: ✭ 387 (-20.21%)
Practical rlA course in reinforcement learning in the wild
Stars: ✭ 4,741 (+877.53%)
Recsim A Configurable Recommender Systems Simulation Platform
Stars: ✭ 461 (-4.95%)
Qlearning tradingLearning to trade under the reinforcement learning framework
Stars: ✭ 431 (-11.13%)
MaroMulti-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
Stars: ✭ 378 (-22.06%)
Faster.jsfaster.js is a Babel plugin that compiles idiomatic Javascript to faster, micro-optimized Javascript.
Stars: ✭ 429 (-11.55%)
Clean CssFast and efficient CSS optimizer for node.js and the Web
Stars: ✭ 3,863 (+696.49%)