Nazerke Sandibay's starred repositories
Reinforcement-Learning-Specialization
[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"
awesome-control-theory
Awesome resources for learning control theory
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
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
mpc.pytorch
A fast and differentiable model predictive control (MPC) solver for PyTorch.
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
higgsfield
Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
Youtube-Code-Repository
Repository for most of the code from my YouTube channel
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
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).
Practical_DL
DL course co-developed by YSDA, HSE and Skoltech
tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers
Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
Practical_RL
A course in reinforcement learning in the wild
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..
robotics-coursework
🤖 Places where you can learn robotics (and stuff like that) online 🤖
PythonRobotics
Python sample codes for robotics algorithms.
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
ML2021_lectures
Repository containing lectures from 2021 Machine Learning course
Perception-in-Robotics-course-T3-2021-Skoltech
Percepion in Robotics, T3 course 2020-2021 from the Data Science Program at Skoltech