h-samee Goto Github PK

2013-pycon-awesome-big-data-algorithms

advanced-swc

Intermediate and Advanced Software Carpentry tutorial material

algorithms-tour

How data science is woven into the fabric of Stitch Fix

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-single-cell

List of software packages for single-cell data analysis, including RNA-seq, ATAC-seq, etc.

bayespy

Bayesian Python: Bayesian inference tools for Python

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

chip-seq-analysis

ChIP-seq analysis notes from Tommy Tang

daft

Render some probabilistic graphical models using matplotlib

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning-biology

A list of deep learning implementations in biology

deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

effectivetensorflow

TensorFlow tutorials and best practices.

google-interview-university

A complete computer science study plan to become a software engineer.

group_lasso

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

libpgm

A library for creating and using probabilistic graphical models

lmfit-py

Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize.leastsq, and with many additional classes and methods for curve fitting

machinelearning

Basic Machine Learning and Deep Learning

nlp

Course repo for Natural Language Processing

numpy_exercises

Numpy exercises.

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pgmpy

Python Library for Probabilistic Graphical Models

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

pyibp

NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)

pyibp-1

An Indian Buffet Process implementation in Python.

pylearn-parsimony

Structured Machine Learning in Python

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano