timellemit Goto Github PK

ml_coursera_ng

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

ml_hacks

Приёмы в машинном обучении

movie_reviews-sentiment_analysis

Python 3.5 classification of movie reviews (positive or negative) using NLTK-3 and Sklearn.

mth594_machinelearning

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)

notebooks

my notebooks

oac-triclustering

open-source-machine-learning-degree

Learn machine learning for free, because free is better than not-free.

opencv

Open Source Computer Vision Library

opt-microarray

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas_exercises

Practice your pandas skills!

papers-we-love

Papers from the computer science community to read and discuss.

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

power-query-excel-formats

A collection of M code to get various formats from Excel sheets in Power Query

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyfree-homeworks

Домашние задания для курса Python-разработка для начинающих

python-roadmap

Дорожная карта по изучению Python

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

python_hacks

python_intro

IPython notebooks in Russian. Introduction to Python, basic algorithms and data structures

recipes

Lasagne recipes: examples, IPython notebooks, ...

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

resnet-1k-layers

Deep Residual Networks with 1K Layers

reverse-geocoder

A fast, offline reverse geocoder in Python

rmcs

Recommender-based Multiple Classifer System

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

scikit-learn

scikit-learn: machine learning in Python

scikit_learn_practice

scipy_2015_sklearn_tutorial

Scikit-Learn tutorial material for Scipy 2015