hcao720's repositories
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
bokeh
Interactive Data Visualization in the browser, from Python
CppRobotics
cpp implementation of robotics algorithms including localization, mapping, SLAM, path planning and control
cxplain
Causal Explanations (CXPlain) is a method for explaining the predictions of any machine-learning model.
deep_learning_object_detection
A paper list of object detection using deep learning.
dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
FewShotPapers
This repository contains few-shot learning (FSL) papers mentioned in our FSL survey.
homework
Assignments for CS294-112.
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
leeml-notes
李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes
Machine-Learning-is-ALL-You-Need
🔥🌤🪐《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, pytorch, tensorflow, keras & the most important, from scratch!💪 This repository is ALL You Need!
maml
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
maml_rl
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
meta-dataset
A dataset of datasets for learning to learn from few examples
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
pgm-spring-2019
Course webpage for PGM, Spring 2019.
pyrobot
PyRobot: An Open Source Robotics Research Platform
Python
My Python Examples
PythonRobotics
Python sample codes for robotics algorithms.
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
reward-learning-rl
[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering
rlkit
Collection of reinforcement learning algorithms
robInfLib-matlab
Kernelized Movement Primitives (KMP)
robot_learning
ROS package for robot learning
SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
UNet-family
Paper and implementation of UNet-related model.