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adversarialnetspapers

The classical papers and codes about generative adversarial nets

ali

Adversarially Learned Inference

autoencoders

Torch implementations of various types of autoencoders

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

bayes_gmm

Bayesian Gaussian mixture models in Python.

bayesian-forest

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cleverhans

A library for benchmarking vulnerability to adversarial examples

cramer-gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

deepcca

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.

deeplearningimplementations

Implementation of recent Deep Learning papers

dissecting-reinforcement-learning

Python code for the series of Blog posts on Reinforcement Learning

dybm

Dynamic Boltzmann Machines

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

emvic

Kaggle's Eye Movements Identification and Verification Competition

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

familia

A Toolkit for Chinese Topic Modeling

fgan_info_geometric

f-GANs in an Information Geometric Nutshell

fushare

A utility for fundamentals data of China commodity futures

gm_submodular

gpustat

📊 A simple command-line script (wrapper for nvidia-smi) for querying and monitoring GPU status

implicit

Fast Python Collaborative Filtering for Implicit Datasets

introtor

Lecture Code for Introduction to R Programming

iterative-random-forest

lda_scvb0_cpp

Yang Gao's implementation of Jimmy Fould's SCVB0 algorithm, coded in C++ with Eigen matrix package, burn-in for each doc is modified after Michael Hankin's vectorized method

learning_to_execute

Learning to Execute

linxgboost

Extension of the awesome XGBoost to linear models at the leaves

magent

A Platform for Many-agent Reinforcement Learning

memnn

Memory Networks implementations

mifs

Parallelized Mutual Information based Feature Selection module.