JennyTian7's repositories
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
LeetCode
:pencil2: LeetCode solutions in C++ 11 and Python3
Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
Markov-Random-Field-Project
This project has two parts. In part one, we use markov random field to denoise an image. In Part two, we use similar model for image segmentation.
ga-mrf
research project with kennesaw state university's computer vision and security research lab. work involves using the genetic algorithm to improve image segmentation. work is based on Zoltan Kato's proposed mrf model
100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
time-series-classification-and-clustering
Time series classification and clustering code written in Python. Mostly based on the work of Dr. Eamonn Keogh at University of California Riverside
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
Sequential-Probability-Ratio-Test
Python package for Wald's sequential probability ratio test
Machine-Learning-Models
Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
Image_Classification_with_5_methods
Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow
Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
apg
A lightweight accelerated proximal-gradient package for matlab
imtsl
IMTSL - Incremental and Multi-feature Tensor Subspace Learning