hcao720's repositories
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
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_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
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.