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algorithms_in_ipython_notebooks

A repository with IPython notebooks of algorithms implemented in Python.

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

blog

Build a Jekyll blog in minutes, without touching the command line.

caffe

Caffe: a fast open framework for deep learning.

csapp-labs

:computer: Computer Systems: A Programmer's Perspective, Lab Assignments Solutions

ctci

Cracking the Coding Interview, 5th Edition

datastructureandalgorithmicthinkingwithpython

Data Structure And Algorithmic Thinking With Python

deep_learning_tutorial

fastfm

fastFM: A Library for Factorization Machines

fbcunn

Facebook's extensions to torch/cunn.

fbpca

Fast Randomized PCA/SVD

gensim

Topic Modelling for Humans

gravity

Minimal is the new cool.

hugo-blog-theme

interactivevis

The InteractiveVis project, funded by JISC from May to September 2012, aims to allow easy creation of interactive visualisations for geospatial and network data using native web technologies (HTML5, CSS3, and SVG) and allow these visualisations to be self-contained so that they may run entirely offline in ebooks and other media. The project will survey existing solutions and build the necessary components to fill in missing features and smooth over incompatibilities in between existing libraries. The project will further provide online hosted wizards to allow for the easy creation of these interactive visualizations. All code is open source and released under the GNU GPL v3 license.

knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

libfm

Library for factorization machines

libfm_with_bpr

libsvm

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

mittald.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ml-papers

阅读论文备份

mord

Ordinal regression algorithms

myrecos

naiad

The Naiad system provides fast incremental and iterative computation for data-parallel workloads

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nn4nlp-code

Code Samples from Neural Networks for NLP

overholt

Example Flask application illustrating some of my common practices