Nazerek

Nazerek's Stars

• yangshun/tech-interview-handbook

  💯 Curated coding interview preparation materials for busy software engineers

  Language:TypeScript119k2.1k10214.7k

• AtsushiSakai/PythonRobotics

  Python sample codes for robotics algorithms.

  Language:Python23.3k5113546.5k

• chiphuyen/machine-learning-systems-design

  A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

  Language:HTML9.1k302101.4k

• yandexdataschool/Practical_RL

  A course in reinforcement learning in the wild

  Language:Jupyter Notebook5.9k2091861.7k

• udacity/deep-reinforcement-learning

  Repo for the Deep Reinforcement Learning Nanodegree program

  Language:Jupyter Notebook4.9k180352.3k

• ikostrikov/pytorch-a2c-ppo-acktr-gail

  PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

  Language:Python3.6k66229829

• higgsfield-ai/higgsfield

  Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

  Language:Jupyter Notebook3.3k761554

• higgsfield/RL-Adventure

  Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

  Language:Jupyter Notebook3k7222590

• openai/mujoco-py

  MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

  Language:Cython2.9k197645815

• mithi/robotics-coursework

  🤖 Places where you can learn robotics (and stuff like that) online 🤖

  2.7k14513533

• jmportilla/Python-for-Algorithms--Data-Structures--and-Interviews

  Files for Udemy Course on Algorithms and Data Structures

  Language:Jupyter Notebook2.5k151122.4k

• tirthajyoti/Papers-Literature-ML-DL-RL-AI

  Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

  2.4k1342714

• yandexdataschool/Practical_DL

  DL course co-developed by YSDA, HSE and Skoltech

  Language:Jupyter Notebook1.6k7018641

• allenai/ai2thor

  An open-source platform for Visual AI.

  Language:C#1.2k67598217

• quantumiracle/Popular-RL-Algorithms

  PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

  Language:Jupyter Notebook1.1k1521128

• locuslab/mpc.pytorch

  A fast and differentiable model predictive control (MPC) solver for PyTorch.

  Language:Python8863139146

• philtabor/Youtube-Code-Repository

  Repository for most of the code from my YouTube channel

  Language:Python8662055478

• dynamicslab/databook_python

  IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz

  Language:Jupyter Notebook831280308

• zanellia/prometeo

  An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing

  Language:Python620151033

• A-make/awesome-control-theory

  Awesome resources for learning control theory

  5229674

• jannerm/mbpo

  Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

  Language:Python479102383

• ChanchalKumarMaji/Reinforcement-Learning-Specialization

  [Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"

  Language:Jupyter Notebook19481120

• perfectly-balanced/PathBench

  Benchmarking Platform for Classic and Learned Path Planning Algorithms.

  Language:Python9432419

• oseledets/nla2020

  Github repository for NLA2020 course

  Language:Jupyter Notebook8212140

• mary3000/resume

  Language:TeX794014

• JdeRobot/bt-studio

  A ROS-based visual IDE for creating Behavior Trees

  Language:Python668909

• MobileRoboticsSkoltech/Perception-in-Robotics-course-T3-2021-Skoltech

  Percepion in Robotics, T3 course 2020-2021 from the Data Science Program at Skoltech

  Language:Jupyter Notebook605019

• StanfordASL/RobustMP

  Robust Online Motion Planning using Contraction Theory

  Language:MATLAB538315

• adasegroup/ML2021_lectures

  Repository containing lectures from 2021 Machine Learning course

  12603