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gensim

Topic Modelling for Humans

gradientdescentalgorithm

guidetodatamining

面向程序员的数据挖掘指南

hadoop-scala-spark

init

introduction-to-tornado

This is the sample code for the Introduction to Tornado book, published by O'Reilly Media.

jupyter-themes

Custom Jupyter Notebook Themes

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

learningpyspark

Code base for the Learning PySpark book (in preparation)

logisticregression

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

machine-learning

matplotlib

matplotlib: plotting with Python

optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

pandas-hbase

Pandas Helper Library for reading and writing DataFrames from and to HBase.

pedestrian-detection

Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference.

pg2dm-python

project

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

query

scikit-learn

scikit-learn: machine learning in Python

scorecard

similarity

simple-neural-network

A simple Python script showing how the backpropagation algorithm works.

sklearn-expertsys

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

spark-nlp

State of the Art Natural Language Processing

sparkinternals

Notes talking about the design and implementation of Apache Spark

stanford-tensorflow-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

tensorflow

Open source software library for numerical computation using data flow graphs.