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2015lab1

av_amex_3rd_place

https://datahack.analyticsvidhya.com/contest/american-express-amexpert-2018/

awesome-deep-learning-papers

The most cited deep learning papers

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

content

Official content for Harvard CS109

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cookbook

The Data Engineering Cookbook

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepbayes-2019

Practical assignments of the Deep|Bayes summer school 2019

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearningbook

MIT Deep Learning Book in PDF format

home-credit-default-risk

2nd Place Solution 💰🥈

i2v_project

**Under construction**

instacart-basket-prediction

Kaggle | Instacart Market Basket Analysis🥕🥉

kaggle-porto-seguro

2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction

kaggle-vsb-baseline

kaggle-web-traffic

1st place solution

libfm_in_keras

This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.

link-prediction

Representation learning for link prediction within social networks

ltfs_finhack2

LTFS FinHack2 2th place solution

mercari-solution

Mercari 1st place solution (kaggle)

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

mscred

Multi-Scale Convolutional Recurrent Encoder-Decoder

multivariate-time-series-forecast-using-seq2seq-in-tensorflow

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

seq2seq

Sequence to Sequence Learning with Keras

seq2seq-signal-prediction

Signal prediction with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow