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namapolo's Projects

napkinml

A tiny lib with pocket-sized implementations of machine learning models in NumPy.

pix2pix-film

An implementation of Pix2Pix in Tensorflow for use with frames from films

pokemon_gan

This is the code for "Generating Pokemon with a Generative Adversarial Network" by Siraj Raval on Youtube

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-pretrained-bert

The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

reinforcement-learning-on-google-colab

Reinforcement Learning algorithm's using google-colab

relativisticgan

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

resnet-cppn-gan-tensorflow

Using Residual Generative Adversarial Networks and Variational Auto-encoder techniques to produce high resolution images.

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-quadcopter-2

Teach a Quadcopter How to Fly!

segan

Speech Enhancement Generative Adversarial Network in TensorFlow

self-attention-gan-tensorflow

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

self-driving-car

The Udacity open source self-driving car project

self-driving-car-beta

Beta of a self driving car trained end-to-end from pictures of the road.

semi-supervised-learning-gan

Semi-supervised Learning GAN

semisuper_gan

Tf implementation of Semi-supervised GAN

simgan

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

ssgan-tensorflow

A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

stargan-tensorflow

Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

studybook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-1x-deep-learning-cookbook

TensorFlow 1.x Deep Learning Cookbook, published by Packt

tensorflow-cycle-gan

This is my attempt at recreating the CycleGAN paper: https://arxiv.org/pdf/1703.10593.pdf

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-gan

GAN / DCGAN / InfoGAN / BEGAN ...

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