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Name: Hongliang Li
Type: User
Company: IBM
Bio: Deep Learning and Reinforcement Learning
Location: Beijing
Name: Hongliang Li
Type: User
Company: IBM
Bio: Deep Learning and Reinforcement Learning
Location: Beijing
Face detection. 2015CVPR Cascade CNNs for Face Detection
AI learning from visual input using ViZDoom environment.
Autoregressive probabilistic modelling for speech synthesis.
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
Asynchronous Methods for Deep Reinforcement Learning
Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.
Python / tensorflow reinforcement learning example -- battleship
Caffe: a fast open framework for deep learning.
YOLO (Real-Time Object Detection) in caffe
Caffe2 is a lightweight, modular, and scalable deep learning framework.
C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library
Implementation based on the paper Li et al., “A Convolutional Neural Network Cascade for Face Detection, ” 2015 CVPR
Microsoft Cognition Toolkit (CNTK)
Multi-agent deep reinforcement learning with OpenAI Gym and Gazebo
Convolution neural network library, based off http://conv-net.sourceforge.net/
Convolutional Neural Networks
Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym
Repo containing to-dos and instructions for DRL in POMDPs.jl
A list of recent papers regarding deep reinforcement learning
A list of papers and resources dedicated to deep reinforcement learning
Deep Residual Learning for Image Recognition
Collection of Deep Reinforcement Learning algorithms
TensorFlow implementation of Deep Reinforcement Learning papers
Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.