P-Song's repositories
CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
DRL
Deep Reinforcement Learning
FSRCNN-pytorch
PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
InterpretableMLBook
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
ISTA-Net
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR20108 (Tensorflow Code)
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
neubias_academy_biapy
NEUBIAS Academy @Home: Interactive Bioimage Analysis with Python and Jupyter
neurofinder
benchmarking challenge for finding neurons in imaging data
PolarMask
Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
pytorch-A3C
Simple A3C implementation with pytorch + multiprocessing
QCANet
Convolutional Neural Network-Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Early Mouse Development
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
resources
A list of data sets and other resources for light fields for computer vision
sklearn_tutorial
Materials for my scikit-learn tutorial
sporco
Sparse Optimisation Research Code
STNeuroNet
Software for the paper "Fast and robust active neuron segmentation in two-photon calcium imaging using spatio-temporal deep learning," Proceedings of the National Academy of Sciences (PNAS), 2019.
TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
voxelmorph
Unsupervised Learning for Image Registration