# DeepLearningForFun

**Repository Path**: mitoohi/DeepLearningForFun

## Basic Information

- **Project Name**: DeepLearningForFun
- **Description**: Implementation of some interesting ideas of deeplearning.
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-15
- **Last Updated**: 2021-02-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

[![996.ICU](https://img.shields.io/badge/link-996.icu-red.svg)](https://996.icu/#/en_US)

# DeepLearning for fun

Implementation of some interesting ideas of deeplearning with [Oneflow](https://github.com/Oneflow-Inc/oneflow) or [MXNet](https://github.com/apache/incubator-mxnet)

## List of implementations with Oneflow
* [Playing Flappy Bird Using Deep Reinforcement Learning](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Oneflow-Python/DRL-FlappyBird)


## List of implementations with MXNet
* [Self-Normalizing Networks](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/SelfNormNets)
* [Pix2Pix](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/Pix2Pix)
* [CycleGAN](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/CycleGAN)
* [Playing Flappy Bird Using Deep Reinforcement Learning](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/DRLFlappyBird)
* [Fast Neural Style](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/FastNeuralStyle)
* [Generative Adversarial Net](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/Gan)
* [Human Activity Recognition](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/HumanActivityRecognition)
* [Matrix Factorization](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/MatrixFactorization)
* [Center Loss](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/CenterLoss)
* [CalFlopTool(Scala)](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/UsefulTools)
* [CalFlopTool(Python)](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/MXNet-Python/CalculateFlopsTool
)
* [Quantization Aware Training](https://github.com/Ldpe2G/DeepLearningForFun/tree/master/Mxnet-Scala/TrainQuantization
)