yanji84
Area of interest: Large Scale Storage and Computation, Machine Learning/Intelligence, Deep Learning, Estimation and statistical methods
Pinned Repositories
231n-assignment1
SVM loss and softmax loss in a neural network
async-q-learning
Asynchronous deep reinforcement learning
cnn-image-visualization
Looking inside cnn neuron activation
cuda-blur
Implement image blur as a GPU kernel using CUDA
deep-recurrent-attention-model
Apply reinforcement learning to visual attention
dementia-diagnosis
Explore the usage of data science in predictive Dementia diagnoses
keras-mdn
Implementation of mixture density network layer and objective function in Keras
lstm-image-caption
Image captioning using CNN features and LSTM language model
svhn-digit-classification
Digit recognition from Google Street View images
tic-tac-toe-rl
Solving tic-tac-toe using deep reinforcement learning
yanji84's Repositories
yanji84/keras-mdn
Implementation of mixture density network layer and objective function in Keras
yanji84/deep-recurrent-attention-model
Apply reinforcement learning to visual attention
yanji84/cuda-blur
Implement image blur as a GPU kernel using CUDA
yanji84/tic-tac-toe-rl
Solving tic-tac-toe using deep reinforcement learning
yanji84/svhn-digit-classification
Digit recognition from Google Street View images
yanji84/231n-assignment1
SVM loss and softmax loss in a neural network
yanji84/async-q-learning
Asynchronous deep reinforcement learning
yanji84/im2latex
Sequence to sequence attention model that takes an image of a PDF math formula, and outputs the characters of the LaTeX source that generates the formula
yanji84/lstm-image-caption
Image captioning using CNN features and LSTM language model
yanji84/neural-network
Modular layer design, full backprop implementation, various update rules, drop-out regularization, batch normalization, convolution and max pool sampling
yanji84/skill-rank
Rank skills of github contributors by their contribution to the repos with various importance using distributed Pagerank algorithm in Spark
yanji84/cnn-image-visualization
Looking inside cnn neuron activation
yanji84/dementia-diagnosis
Explore the usage of data science in predictive Dementia diagnoses
yanji84/cubicescape_website
Website for our escape room business
yanji84/deep-reinforcement-learning
Evolutionary RL approach vs gradient based RL approach
yanji84/digit-knn-bayes
Implement image recognition system for classifying digits using k-nn and native bayes
yanji84/eeg-motion-reader
Identify hand motions from brain's EEG (electroencephalogram) recordings
yanji84/mixture-gaussian
Mixture gaussian model for classification
yanji84/ml-automa
Statistical and machine learning model automation & more
yanji84/pix2pix
Image-to-image translation using conditional adversarial nets
yanji84/spark
Mirror of Apache Spark
yanji84/topic-classification
My implementation of topic classification in python