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elffer's Projects

async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

awesome-anomaly-detection

A complete list of papers on anomaly detection.

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

bstld

Sample scripts for the Bosch Small Traffic Lights Dataset

bulbea

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

carnd-capstone-1

ROS-based code to control a real Self-Driving Car. Final project in Udacity's Self-Driving Car Engineer Nanodegree.

carnd-capstone-wolf-pack

ROS-based code to control a real self-driving car. Final project for "Wolf Pack" team in Udacity's Self-Driving Car Engineer Nanodegree.

An open source book that describes a large number of algorithmic techniques from the the fields of Biologically Inspired Computation, Computational Intelligence and Metaheuristics in a complete, consistent, and centralized manner such that they are accessible, usable, and understandable.

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-reinforcement-learning-survey

My Exploration on Deep Reinforcement Learning Survey

deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

densenet

DenseNet implementation in Keras

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

easyquotation

实时获取新浪 / 腾讯的免费股票行情 / 集思路的分级基金行情

elffer

Config files for my GitHub profile.

fcn-for-semantic-segmentation

Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

flask-celery

Celery integration for Flask (SINCE CELERY 3.0 THIS IS NO LONGER NEEDED)

fuku-ml

Simple machine learning library / 簡單易用的機器學習套件

googlefinance

Python module to get real-time stock data from Google Finance API

inception-resnet-v2

Implementation of Google's Inception + ResNet v2 architecture in Keras

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries accross different industries.

keras-flask-deploy-webapp

:smiley_cat: Pretty&simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

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