alvarouc
Math and Computational Scientist interested in machine learning applications that involve image processing, feature extraction, and text processing.
GeisingerDanville, PA
Pinned Repositories
aided_objectTracker
Semi automatic object tracker from user input.
amfm
am-fm decomposition
brain_utils
data-science-ipython-notebooks
Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.
data_generator
random variable generators
geisinger-echo-mortality
Demo of Geisinger's trained models applied to Stanford Ouyangs Dataset
ica
Independent component analysis
ica_gsl
Independent component component analysis
mlp
Multilayer Perceptron Keras wrapper for sklearn
polyssifier
run a multitude of classifiers on you data and get an AUC report
alvarouc's Repositories
alvarouc/mlp
Multilayer Perceptron Keras wrapper for sklearn
alvarouc/polyssifier
run a multitude of classifiers on you data and get an AUC report
alvarouc/ica
Independent component analysis
alvarouc/data_generator
random variable generators
alvarouc/amfm
am-fm decomposition
alvarouc/geisinger-echo-mortality
Demo of Geisinger's trained models applied to Stanford Ouyangs Dataset
alvarouc/ica_gsl
Independent component component analysis
alvarouc/data-science-ipython-notebooks
Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.
alvarouc/aided_objectTracker
Semi automatic object tracker from user input.
alvarouc/brain_utils
alvarouc/BROCCOLI
BROCCOLI: Software for Fast fMRI Analysis on Many-Core CPUs and GPUs
alvarouc/copd
alvarouc/dask-learn
Tools for working with scikit-learn and dask.
alvarouc/distributed
Distributed computation in Python
alvarouc/keras
Deep Learning for humans
alvarouc/latex-docker
Docker-based latex compilation
alvarouc/libsdae-autoencoder-tensorflow
A simple Tensorflow based library for Deep autoencoder and denoising AE.
alvarouc/lifelines
Survival analysis in Python
alvarouc/mkdata
convinience script for creating datasets
alvarouc/pandoc-docker
Pandoc Docker Image for use in Gitlab CI builds
alvarouc/py_utils
collection of general utilities
alvarouc/rechommend_6M
Example Streamlit app that you can fork to test out share.streamlit.io
alvarouc/scikit-image
Image Processing SciKit (Toolbox for SciPy)
alvarouc/scikit-learn
scikit-learn: machine learning in Python
alvarouc/seaborn
Statistical data visualization using matplotlib
alvarouc/statsmodels
Statsmodels: statistical modeling and econometrics in Python
alvarouc/tsne_sim
Simulations for TSNE evaluation
alvarouc/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow