eraldop Goto Github PK

500lines

500 Lines or Less

538model

538 Election Forecasting Model

acoular

Library for acoustic beamforming

ae

Python acoustic emission tools

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

astrohackweek2014

Materials from the 2014 Astro Hack Week

bens-blog-code

code snippets from my blog @ benfrederickson.com

blockcanvas

clairvoyant

Software designed to identify and monitor social/historical cues for short term stock movement

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.

fasttext.py

A Python interface for Facebook fastText

fauxtograph

Tools for using a variational auto-encoder for latent image encoding and generation.

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

iaes_hdf5_reader

iaes_training

Training project

iepy

Information Extraction in Python

joblib

Python function as pipeline jobs.

k-nearest-neighbors-with-dynamic-time-warping

Python implementation of KNN and DTW classification algorithm

kabuki

kabuki is a python toolbox that allows easy creation of hierarchical bayesian models for the cognitive sciences.

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

lda2vec

mf

nimfa - A Python Library for Nonnegative Matrix Factorization Techniques

mlloworld

Shows how to write a simple data contest entry for Kaggle, using scikit-learn for machine learning algorithms

network-analysis-made-simple

For PyCon 2015

notebooks-1

Some sample IPython notebooks for scikit-learn

openelectrophy

Frame work for analysis intra- and extra-cellular recordings.Spike sorting.

public-apis

A collective list of public JSON APIs for use in web development.

pydata-nyc-advanced-sklearn

Notebooks (and slides) for my PyData NYC 2014 tutorial on the more advanced features of scikit-learn.