ml-ai-nlp-ir Goto Github PK

imgaug

Image augmentation for machine learning experiments.

imitation

implicit

Fast Python Collaborative Filtering for Implicit Datasets

importance-sampling

Code for experiments regarding importance sampling for training neural networks

in-memory-cooccurrence

Analyze for significant cooccurrence using Mahout sparse matrices

indic_nlp_library

Resources and tools for Indian language Natural Language Processing

infersent

Sentence embeddings (InferSent) and training code for NLI.

influence-release

intro2deeplearning

intro2stats

Introduction to Statistics using Python

intro_dgm

An Introduction to Deep Generative Modeling: Examples

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

ipython-notebooks

A collection of IPython notebooks covering various topics.

ir17

is13

RNN for Spoken Language Understanding

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

kaggle

Code for Kaggle Competitions

kaggle-dsb2-keras

Keras tutorial for Kaggle 2nd Annual Data Science Bowl

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-ndsb

Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)

kaggler

Code for Kaggle Data Science Competitions

kaldi

This is now the official location of the Kaldi project.

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.

keras

Theano-based Deep Learning library

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-contrib

Keras community contributions

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

keras-fractalnet

FractalNet implementation in Keras

keras-frcnn