cafe's Repositories

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3D-Semantic-Mapping

This is part of my semester project taken in Computer Vision & Geometry Lab, ETH Zurich, Switzerland, aiming to create a pipeline for real-time 3D semantic mapping. The whole system is built on InfiniTAM V3 and new module: semantic fusion has been added.

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An Invitation to 3D Vision: A Tutorial for Everyone

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Real-time 3D face tracking and reconstruction from 2D video

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a-deep-rl-approach-for-sdn-routing-optimization

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

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algorithms-sedgewick-python

Algorithms(4th edition) by Robert Sedgewick and Kevin Wayne exercises in python

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AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

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Notes on Scientific Computing for Biomechanics and Motor Control

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Binarized Convolutional Neural Networks on Software-Programmable FPGAs

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:green_book:我的个人书籍学习和收藏

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code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

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Traffic Flow Prediction using LSTM and GRU implemented using Noisy Activation Functions

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compress-net-notes

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COSCUP2013_org-mode

My COSCUP 2013 topic: "Org-Mode: Emacs' Swiss Army Knife" resource and slide

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UCI class COMSCI 273A machine learning

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DDPG-Keras-Torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

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Deep-Reinforcement-Learning-in-Large-Discrete-Action-Spaces

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

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Extract depth map and original from photos made with Google Camera's Lens Blur.

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Volumetric 3D Mapping in Real-Time on a CPU

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fastpages_template

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

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C++ library for fast Gauss transforms.

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Flow level simulation

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Codes for "Towards Binary-Valued Gates for Robust LSTM Training".

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game-programmer

A study path for game programmer

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Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

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基于深度学习106点人脸标定算法 Open Source Face Landmark

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Interview_Notes-Chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记

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Deep Reinforcement Learning for Keras.

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Loss-aware-Binarization

Implementation of ICLR 2017 paper "Loss-aware Binarization of Deep Networks"

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My love story with MaryNee

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mathematica_notebooks

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An on-the-fly mesh generation system utilizing spatial hashing.

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ncnn is a high-performance neural network inference framework optimized for the mobile platform

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neural-combinatorial-optimization-rl-tensorflow

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Source files for my Nikola site

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np-hard-deep-reinforcement-learning

pytorch neural combinatorial optimization

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OpenSceneGraph (OSG) Recipes

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page-Archive2017

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PangaeaTracking

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PoseEstimationForMobile

:dancer: Real-time single person pose estimation for Android and iOS.

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Overview of the peaks dectection algorithms available in Python

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refcard-org-mode

Org mode syntax quick reference card

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Implementation of a recurrent neural network and a binary recurrent neural network.

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implementing a Recurrent Neural Network with binarized weight format on FPGA

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Robust-Color-Guided-Depth-Map-Restoration

Liu, W., Chen, X., Yang, J., & Wu, Q. (2017). Robust color guided depth map restoration. IEEE Transactions on Image Processing, 26(1), 315-327.

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Routing with reinforcement learning

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shape-constrained-network

This repository contains my implementation of a shape-constrained network which predicts up to 170 FPS

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SLAMRecon: A Real-time 3D Dense Mapping System

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All of my tasks

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TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

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tensorflow-mnist-tutorial

Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.

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TensorFlow-Time-Series-Examples

Time Series Prediction with tf.contrib.timeseries

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Demonstration of recurrent neural network implemented with Theano

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TMgen is a tool for generating spatial, temporal, and spatio-temporal traffic matrices.

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USTC-CS-Courses-Resource

:heart:中国科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)

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RPM-md processing library

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本档提供可以直接使用的成品『五笔98版』码表

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