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amazing-machine-learning-opensource-2019

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

awesome-r

A curated list of awesome R frameworks, packages and software.

cnn_tsc

A CNN for time-series classification

dbn

Dynamic Bayesian Networks in Streaming Environmental Data

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearningbook-chinese

Deep Learning Book Chinese Translation

do_visualization

This is the DO visualization based on Flask and D3/Or Shiny

do_visualization_threejs

game

AI HW2 -- War game, alpha/beta pruning

groupwebdesign

This is the project for Minsker's Group

gstat

Spatial and spatio-temporal geostatistical modelling, prediction and simulation

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

hypoxia_lake_erie

Spatio-temporal interpolation of hypoxia (part of my phd research)

interpy-zh

《Python进阶》（Intermediate Python 中文版）

jagsexamples

Examples of statistical models implemented using JAGS

json

kaggle_accelerometer

STAT 542 Project

lda2vec-tf

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

machine-learning-notes

This contains my past machine learning notes

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

maze-search

AI HW1 DFS, BFS, A*

ml-from-scratch

Bare bones Python implementations of some of the foundational Machine Learning models and algorithms.

models

Models built with TensorFlow

naive-bayesian-classifier

neural-style

Neural style in TensorFlow! :art:

openai-cookbook

Examples and guides for using the OpenAI API

optparser

parkinglot

A simulation of wireless parking lot with nesC and TOSSIM

practice-tensorflow

reinforcement-learning