garytang

pysheeet

Python Cheat Sheet

InferSent

InferSent sentence embeddings

generating-reviews-discovering-sentiment

Code for "Learning to Generate Reviews and Discovering Sentiment"

bootstrapped

Generate bootstrapped confidence intervals for A/B testing in Python.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

semisup-learn

Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

vwnlp

Solving NLP problems with Vowpal Wabbit: Tutorial and more

stat212b

Topics Course on Deep Learning UC Berkeley

pystruct

Simple structured learning framework for python

pyFM

Factorization machines in python

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

dcgan_code

Deep Convolutional Generative Adversarial Networks

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

pydata2015

Bayesian-Modelling-in-Python

A python tutorial on bayesian modeling techniques (PyMC3)

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, Dask, Flink and DataFlow

Theano-Tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

pystan2

PyStan, the Python interface to Stan

torch-autograd

Autograd automatically differentiates native Torch code

autograd

Efficiently computes derivatives of NumPy code.

GLRM

mwt-ds-explore

[Deprecated]: Exploration library

pyensemble

An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn

beakerx

Beaker Extensions for Jupyter Notebook

db.py

db.py is an easier way to interact with your databases

kairosdb

Fast scalable time series database

pyxley

Python helpers for building dashboards using Flask and React

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

ScalaMl

Project, source code and data files for 1st edition "Scala for Machine Learning"