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imagination-augmented-agents

Building Agents with Imagination: pytorch easy-to-follow step-by-step tutorial

imbalance-xgboost

XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

imcap_keras

Image captioning with spatial attention using keras with tensorflow backend

imd

Code for MSID, a Multi-Scale Intrinsic Distance for comparing generative models, studying neural networks, and more!

imdb-lstm-tutorial

In this tutorial I use an LSTM and Keras/Theano to predict sentiment on the IMDB dataset.

imdb-rnn-attention

Bidirectional GRU with attention mechanism on imdb sentimental analysis dataset

imdbgenreclassification

Movie Genre Classification using Plot

imeshdeform

A C++ interactive mesh deformer

img2imggan

Implementation of the paper : "Toward Multimodal Image-to-Image Translation"

imgaug

Image augmentation for machine learning experiments.

imgclsmob

Sandbox for training large-scale image classification networks for embedded systems

imitiation-learning

Reinforcement Learning Project

implicit-mf

Implicit matrix factorization as outlined in http://yifanhu.net/PUB/cf.pdf.

improved-dynamic-memory-networks-dmn-plus

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

improved-gan

code for the paper "Improved Techniques for Training GANs"

improved-video-gan

GitHub repository for "Improving Video Generation for Multi-functional Applications"

improved-wgan-pytorch

Improved WGAN in Pytorch

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

improving-rnn-recommendation-model

Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.

in-silico-labeling

Code for In silico labeling: Predicting fluorescent labels in unlabeled images

inat_comp

iNaturalist competition details

inaturalist

MXNet finetune baseline (res152) for iNaturalist Challenge at FGVC 2017

inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

indrnn-pytorch

pytorch implementation of Independently Recurrent Neural Networks https://arxiv.org/abs/1803.04831

inductive-representation-learning-on-temporal-graphs

infersent

Sentence embeddings (InferSent) and training code for NLI.

infinitemonkeys

A Keras-trained RNN to emulate the works of a famous poet, powered by BrainCore

inflated_convnets_pytorch

Inflate DenseNet and ResNet as per I3D with ImageNet weight transfer

influence-function-analysis