6850 Open source projects that are alternatives of or similar to Rlai Exercises

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Some notebooks

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

Succinct 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.

Multiple implementations for abstractive text summurization , using google colab

Grokking Deep Reinforcement Learning

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

60_Days_RL_Challenge中文版

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

Learning human driver models from NGSIM data with imitation learning.

Cornell Instruction Following Framework

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

backtrader with DRL ( Deep Reinforcement Learning)

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

Notes and experiments to understand deep learning concepts

Essential Guide to keep up with AI/ML/DL/CV

Seoul AI Gym is a toolkit for developing AI algorithms.

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

Efficient Batched Reinforcement Learning in TensorFlow

真AI人工智能

People removal in images using Pix2Pix and YOLO.

Quiz & Assignment of Coursera

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Resources to learn more about Machine Learning and Artificial Intelligence

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

Daily Dose of Neural Network that Everyone Needs

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

Create HTML profiling reports from pandas DataFrame objects

Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed

Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)

Our NIPS 2017: Learning to Run source code

A deep learning based gaze estimation framework implemented with PyTorch

Particle Filter Implementations in Python and C++, with lecture notes and visualizations

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.

Best Practices, code samples, and documentation for Computer Vision.

A selection of state-of-the-art research materials on decision making and motion planning.

Reinforcement Learning Workshop for Data Science BKK

Reinforcement learning material, code and exercises for Udacity Nanodegree programs.

Carefully curated resource links for data science in one place

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Tools for using computer algebra systems to solve math problems step-by-step with reinforcement learning

TensorFlow Tutorials with YouTube Videos

Artificial intelligence for the Snake game.

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

AI各领域学习资料整理。（A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.）

Some of the ML and DL related reading materials, research papers that I've read

MAGNet: Multi-agents control using Graph Neural Networks

AI & Deep Learning Enthusiasts Meetup Project & Study Sessions