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Yang Fu's Projects

algorithms icon algorithms

Include the common algorithm questions in leetcode, cc150 implemented in Java and Python, including test cases.

awesome-rnn icon awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

caffe icon caffe

Caffe: a fast open framework for deep learning.

clrs icon clrs

:notebook:Solutions to Introduction to Algorithms

convnetjs icon convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cs231 icon cs231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

cs231n icon cs231n

Convolutional Neural Networks Assignments

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep_learning icon deep_learning

Deep Learning Resources and Tutorials using Keras and Lasagne

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

detectron.pytorch icon detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

dnngraph icon dnngraph

A DSL for deep neural networks, supporting Caffe and Torch

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015.

hed icon hed

code for Holistically-Nested Edge Detection

leetcode icon leetcode

:pencil: Python / C++ 11 Solutions of All 403 LeetCode Questions

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