Augus Yan's repositories
Analysis-with-Matlab
To metric my model and draw it
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
FSL-Mate
FSL-Mate: A collection of resources for few-shot learning (FSL).
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Kaggle-Competition
kaggle
keras-resnet
Residual networks implementation using Keras-1.0 functional API
keras-tf-pb
How to convert trained Keras model to a single TensorFlow .pb file and make prediction
LearnKeras
Learning Keras and tensorflow
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
PyTorch-Project-Framework
A high cohesion, low coupling, and plug-and-play project framework for PyTorch.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
RoadMapToTF
Learning tensorflow and m code
Screenshot-to-code-in-Keras
A neural network that transforms a screenshot into a static website
spinningup
An educational resource to help anyone learn deep reinforcement learning.
standard-readme
Standard Readme Style
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Tensorflow-Project-Template
A best practice for tensorflow project template architecture.