Beast code in Giters

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 ;)

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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.

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awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

10515 634 32

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

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neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

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DeepLearningTutorials

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

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singa

a distributed deep learning platform

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convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

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guides

Design and development guides

2204 111 9

gplearn

Genetic Programming in Python, with a scikit-learn inspired API

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textstat

:memo: python package to calculate readability statistics of a text object - paragraphs, sentences, articles.

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fbcunn

Facebook's extensions to torch/cunn.

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intro2stats

Introduction to Statistics using Python

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GRUV

GRUV is a Python project for algorithmic music generation.

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tutorials

A series of machine learning tutorials for Torch7

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faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

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marvin

Marvin: A Minimalist GPU-only N-Dimensional ConvNets Framework

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googleVis

Interface between R and the Google Chart Tools

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net2net.torch

Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.

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practical1

Practical 1: Introduction to lua and torch

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intro2deeplearning

Introduction to Deep Learning

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kaggle-grasp-and-lift

Code for Kaggle EEG Detection competition

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pyscrapper

:camera: web scrapping in python: multiple libraries -requests, beautifulsoup, mechanize, selenium

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DataScienceArsenal

This repository will host the resources which simplify the learning curve for those interested in learning the key aspects and nuances in data science and predictive analytics

24 80

TheAnalyticsEdge

Notes from the edX Course

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