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kaggle

Containing codes of participation in Kaggle competitions.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-learning

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

matplotlib

matplotlib: plotting with Python

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml

ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

mth594_machinelearning

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)

neural-network-from-scratch

A Neural Network implemented from scratch (using only numpy) in Python.

neural-networks

Python code and data sets used in the post on neural networks.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

nn-from-scratch

Implementing a Neural Network from Scratch

numpy

Numpy main repository

pacer_lib

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

predictionio

PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.

py_mob

pyclassifiers

A sporadically-updated collection of statistical classifiers in pure Python

pyopscale

Optimal scaling in Python

python

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

randomforest-python

regulatory

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning

rnn-from-scratch

A Recurrent Neural Network implemented from scratch (using only numpy) in Python.