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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

atalanta

Atalanta is a modified ATPG (Automatic Test Pattern Generation) tool and fault simulator, orginally from VirginiaTech University.

atpg

Automatic Test Packet Generation

atpg-1

Automatic Test Pattern Generator

atpg-2

An automatic test pattern generation (ATPG) and fault simulation system.

atpg-podem

Automatic Test Pattern Generation using PODEM algorithm

augmented_bayes

Python code for tree augmented naïve Bayes classifiers

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bayesianlearning

Bayesian Machine Learning

bnt

Automatically exported from code.google.com/p/bnt

cit_lstm_timeseries

LSTM Model for Electric Load Forecasting

corr_clustering

Correlation Clustering Project

correlationmatrixclustering

An example on how Correlation Matrix can be displayed and clustered

daft

Render some probabilistic graphical models using matplotlib

deepeye

deeplearningbook-chinese

Deep Learning Book Chinese Translation

examples

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

geektrainer_python

Christopher H Python Training

gzspell

A proof-of-concept implementation of graph/heuristics/hill-climbing-based spelling correction algorithm

hao

好东西传送门

idea

idea is a circuit simulator consider IR-drop

irdropanalysis

Fast Algorithms for IR Drop Analysis

max-min-hill-climbing-algorithm

An algorithm to generate DAGs (directed acyclic graphs) from observational data.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

models

Models and examples built with TensorFlow

myownplace

naive-bayes-gibbs-sampling

Automatically exported from code.google.com/p/naive-bayes-gibbs-sampling

probabilistic-graphical-models

Implementation of Algorithms for Inference and Learning on Graphical Models

probabilistic_graphical_models

Probabilistic Graphical Models - 1st Sem 2015-16

python-machine-learning-book

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