Katy-katy

Classification_of_small-angle_x-ray_scattering_spectra

Classification of small-angle x-ray scattering spectra using supervised and unsupervised learning

Image-Classification-Using-Tensorflow

My goal is accurately identify a woman’s cervix type (type 1, type 2 or type 3) based on the image. As a training set I am using about 1500 images.

saxskit

ML-driven SAXS analysis by SSRL (status: alpha, in development)

Clustering-performance-evaluation

Let’s compare Silhouette Coefficient and Calinski-Harabaz Index.

CNN_vs_Fully_Connected_Neural_Network

comparison of performance and numbers of trained parameters used for image classification

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

Demonstration-of-using-partial_fit-

event_counter

small python lib to count events in a short period of time

figures_for_xrsdkit

Getting-data-from-Citrination-demo

Happy_House_image_classification_Keras

I did this project as an assignment for "Convolutional Neural Networks" class at coursera.org

Image-Segmentation-Ultrasound-Nerve-Segmentation

Small project about segmentation of medical images using Convolutional Network and Tensorflow.

machine-learning-articles

Monthly Series - Top 10 Machine Learning Articles

ml_hw3

ml_hw4

ml_hw_1

we tried some different models on two datasets

ml_hw_2

Natural-Language-Processing_Coursera

some of my projects for Natural Language Processing at Coursera (July, 2019)

Neural-Networks-and-Deep-Learning-Coursera

Pandas_examples

paws

the Platform for Automated Workflows by SSRL

Projects-for-Python-for-Data-Science-and-Machine-Learning-Bootcamp-

projects_for_deep_learning_nanodegree

some projects using python, tensorflow, keras

rldm_tutorials

Tutorials for the GA Tech OMSCS RLDM class.

scikit-learn

scikit-learn: machine learning in Python

Social-Network-analytics

Some analytics with Visualizations using Pandas, MySQL, MatPlotLib, Seaborn

spark_experiments-

spark_weather_app

Spark Weather App (Java 8, Spark 1.6.1)

titanic_machine_learing_python_pandas_sklearn

This project is an assignment for CMPS_142 "Machine Learning" class at University of California Santa Cruz.

visualization-exercises