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quant_research

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-bitcoin-trading-bot

Trying to create Reinforcement Learning powered Bitcoin trading bot

rl_trading

rlquant

Applying Reinforcement Learning in Quantitative Trading

self-driving-car

Information about the Udacity open source self-driving car project

smart_beta

smart beta

stanford-tensorflow-tutorials

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

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

stylegan2-tensorflow-2.0

StyleGAN 2 in Tensorflow 2.0

td3

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

test

tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

tforce_btc_trader

TensorForce Bitcoin Trading Bot

the-hardware-software-interface

The Hardware/Software Interface on coursera

tinycoin

A small, horrible, cryptocurrency in Python for educational purposes. Should be teachable in an hour or so, good for experimentation.

trading-bitcoin-with-reinforcement-learning

An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

ud864

Public repository for code examples used in Udacity's Google Maps APIs course (https://www.udacity.com/course/google-maps-apis--ud864).

ud892

white-box-cartoonization

Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”