zhengzh

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

awesome-slam

A curated list of awesome SLAM tutorials, projects and communities.

reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

aframe

:a: Web framework for building virtual reality experiences.

grid_map

Universal grid map library for mobile robotic mapping

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Best-websites-a-programmer-should-visit

:link: Some useful websites for programmers.

models

Models and examples built with TensorFlow

Index-2024

darknet

Convolutional Neural Networks

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deeplearningbook-chinese

Deep Learning Book Chinese Translation

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

navigation

ROS Navigation stack. Code for finding where the robot is and how it can get somewhere else.

web2py-pages

Pages module for web2py which gives you a good starting point for any type of CMS