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adversarialnetspapers

The classical papers and codes about generative adversarial nets

age

Code for paper "Adversarial Generator-Encoder Networks" by Dmitry Ulyanov, Andrea Vedaldi and Victor Lempitsky

armagarch

ARMA-GARCH

blog

Technical blog repo of metaflow

book-1

book

clanu

Inpainting Project

cs294_homework

My solutions to Berkeley's CS294 (Deep Reinforcement Learning) Homework

data-science-books

deep-learning-bitcoin

Exploiting Bitcoin prices patterns with Deep Learning.

deep-rl-berkeley

Solving homeworks for Berekeley Deep Reinforcement Learning Course

deep-trading-agent

Deep Reinforcement Learning based Trading Agent for Bitcoin

drl

Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning

e2c

TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images

fastai

The fastai deep learning library, plus lessons and tutorials

gans-awesome-applications

Curated list of awesome GAN applications and demo

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

homework

Assignments for CS294-112.

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

kdtree

lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)

machine-learning-a-probabilistic-perspective-solutions

My solutions to Kevin Murphy Machine Learning Book

maml-tensorflow

This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.

maml-tensorflow-1

Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

maml-tf

Tensorflow Implementation of MAML

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

meta-rl

Implementation of Meta-RL A3C algorithm

mine

Mutual Information Neural Estimator implemented in Tensorflow

mine-mutual-information-neural-estimation-

A pytorch implementation of MINE(Mutual Information Neural Estimation)

mine_pytorch

MINE: Mutual Information Neural Estimation in pytorch