petroffss's repositories

BuildingMachineLearningSystemsWithPython

Source Code for the book Building Machine Learning Systems with Python

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pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

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cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

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recurrentshop

Framework for building complex recurrent neural networks with Keras

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data-science-ipython-notebooks

Recently updated with 50 new 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.

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natasha

Rule-based named entity recognition library for russian language

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ml_trainings_course

Материалы тренировок по МЛ

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python-poloniex

Poloniex API wrapper for Python 2.7 & 3

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kerasify

Small library for running Keras models from a C++ application

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openface

Face recognition with deep neural networks.

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PikabuStatistics

Toy project for simple tags statistic analysis of pikabu.ru

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Notebooks-1

This is where all of the IPython Notebooks will be kept from the blog

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LSTM-Human-Activity-Recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

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Image-Super-Resolution

Implementation of Super Resolution CNN in Keras.

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create_tfrecords

A simpler way of preparing large-scale image dataset by generalizing functions from TensorFlow-slim

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deep_learning

Deep Learning Resources and Tutorials using Keras and Lasagne

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sact

Spatially Adaptive Computation Time for Residual Networks

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ImageFlow

A simple wrapper of TensorFlow for Converting, Importing (and Soon, Training) Images in tensorflow.

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ml_hacks

Приёмы в машинном обучении

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kaspersky_hackathon

https://events.kaspersky.com/hackathon/

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Tensorflow-101

TensorFlow Tutorials

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pandas_tutorial

Pandas tutorial for SciPy2015 and SciPy2016 conference

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pix2pix-tensorflow-1

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

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visualize_dataset_demo

This is the code for the "How to Best Visualize a Dataset Easily" Siraj Raval on Youtube

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adaptive-softmax

Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)

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notebooks

my notebooks

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Pokemon-Type-Classification-Challenge

Code for the Pokemon Type Classification Challenge by @Sirajology

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