Topic: predictive-modeling

JWarmenhoven / ISLR-python

1.6k

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

machine-learning predictive-modeling islr statistical-learning

Jupyter Notebook Updated Mar 23, 2019

mlr-org / mlr

1.2k

mlr: Machine Learning in R

R Updated Mar 22, 2019

oracle / Skater

723

Python Library for Model Interpretation/Explanations

ml predictive-modeling machine-learning modeling-tools model-interpretation blackbox datascience python model-explanation explanation-system deep-learning deep-neural-networks attribution lstm-neural-networks cnn-classification

Python Updated Mar 27, 2019 14 issues need help

JWarmenhoven / Coursera-Machine-Learning

676

Coursera Machine Learning - Python code

coursera-machine-learning predictive-modeling andrew-ng

Jupyter Notebook Updated Oct 30, 2018

Atcold / pytorch-CortexNet

321

PyTorch implementation of the CortexNet predictive model

pytorch video deep-learning predictive-modeling self-supervised unsupervised-learning

Jupyter Notebook Updated Nov 28, 2018

pablo14 / data-science-live-book

140

An open source book to learn data science, data analysis and machine learning, suitable for all ages!

machine-learning data-preparation data-science big-data data-analysis learning predictive-modeling predictive-analysis visualization statistics descriptive-statistics analytics

TeX Updated Jan 4, 2019

alan-turing-institute / MLJ.jl

106

A Julia machine learning framework

machine-learning julia pipelines tuning data-science tuning-parameters predictive-modeling classification regression statistics clustering stacking ensemble-learning pipeline

Julia Updated Mar 29, 2019 4 issues need help

Mariewelt / OpenChem

102

OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research

computational-chemistry computational-biology deep-learning deep-neural-networks graph-convolutional-networks drug-discovery drug-design qsar predictive-modeling machine-learning pytorch

Python Updated Feb 24, 2019

hastic / hastic-server

101

Server for managing data for analytics

timeseries analytics anomaly-detection monitor monitoring-server hastic-server alerting pattern-recognition selfhosted self-hosted docker grafana pattern-detection predictive-modeling monitoring-tool monitoring

Python Updated Mar 29, 2019

bhrnjica / anndotnet

88

ANNdotNET - deep learning tool on .NET Platform.

ann ml machine-learning cntk net netcore predictive-modeling

Rich Text Format Updated Mar 15, 2019 1 issue needs help

sfbrigade / data-science-wg

77

SF Brigade's Data Science Working Group.

data-science inferential-statistics predictive-modeling data-visualization code-for-sf san-francisco code-for-america

Jupyter Notebook Updated Mar 7, 2019 1 issue needs help

davidtellez / contrastive-predictive-coding

62

Keras implementation of Representation Learning with Contrastive Predictive Coding

deep-learning representation-learning unsupervised-learning contrastive-loss predictive-modeling

Python Updated Sep 15, 2018

thtang / ML2017FALL

57

Machine Learning (EE 5184) in NTU

machine-learning pm25 predictive-modeling text-classification image-classification sentiment-analysis sentiment-classification recommendation-algorithm recommender-system rnn cnn unsupervised-learning clustering

Jupyter Notebook Updated Mar 5, 2019

SMTorg / smt

46

Surrogate Modeling Toolbox

surrogate-models derivative sampling mixture-of-experts multi-fidelity predictive-modeling machine-learning

Python Updated Mar 11, 2019

mljar / mljar-api-python

35

A simple python wrapper over MLJAR API.

machine-learning-api machine-learning mljar-api-python python predictive-analytics predictive-modeling prediction-algorithm

Python Updated Apr 10, 2018

mKausthub / stock-er

33

💰

🤑Predictive model for stock prices🤑

💰

stock-er stock-market predictive-modeling python-3 deep-learning

Python Updated Mar 20, 2019

SigmaMonstR / data-science

28

Lectures for Introduction to Data Science for Public Policy (PPOL 670-01)

data-science data-manipulation spatial-data data-analysis unsupervised-learning supervised-learning r predictive-modeling

HTML Updated Apr 24, 2018

jczic / MicroMLP

26

A micro artificial neural network multilayer perceptron (used on ESP32 and Pycom modules)

micropython neural-network multilayer-perceptron mlp ai deep-learning esp32 lopy wipy hc2 pycom ann artificial-intelligence neurons machine-learning predictive-modeling deeplearning qlearning q-learning

Python Updated Sep 13, 2018

merliseclyde / BAS

21

BAS R package

bayesian predictive-modeling model-selection mcmc r-package cran regression variable-selection

C Updated Nov 13, 2018

Sundar0989 / EndtoEnd---Predictive-modeling-using-Python

17

predictive-modeling framework python end-to-end

Jupyter Notebook Updated Nov 26, 2018

smaakage85 / modelgrid

17

A Minimalistic Framework for Creating, Managing and Training Multiple Caret Models

predictive-modeling predictive-analytics machine-learning caret

R Updated Nov 4, 2018

anishsingh20 / Statistical-Learning-using-R

16

This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implem…

datascience statistical-learning r data-analysis depth-interpretation machine-learning-algorithms predictive-modeling polynomial-regression k-nn boosting bagging generalized-additive-models discriminant-anlaysis decision-trees svm-classifier logistic-regression supervised-machine-learning regularization clustering-algorithm

R Updated Apr 7, 2018

rachit-mishra / Spotify-playlist-recommender

15

Applying exploratory data analytics techniques to garner insights from Spotify playlists and recommending songs

spotify python recommender-system music insights predictive-modeling prediction

Jupyter Notebook Updated Mar 30, 2018

tzano / firecaster

14

Predicting Fire Risk in NYC

data-science predictive-analytics social-good newyorkcity nyc predictive-modeling

Python Updated May 3, 2018

mljar / mljar-api-R

13

R wrapper for MLJAR API

machine-learning machine-learning-api r predictive-analytics predictive-modeling prediction-algorithm

R Updated Feb 1, 2018

vc1492a / henosis

13

A Python framework for deploying recommendation models for form fields.

recommendation-system machine-learning predictive-modeling recommender-system categorical-features python scikit-learn supervised-learning classification

Python Updated Jan 10, 2019 1 issue needs help

mljar / automl_comparison

13

Comparison of automatic machine learning libraries

machine-learning automatic-machine-learning predictive-modeling prediction-model prediction-algorithm mljar-api-python

Python Updated Dec 7, 2017

RajdeepKonwar / stockast

11

Predict stock market pricing over 180 minutes using Black-Scholes stocastic modelling and parallel Monte-Carlo simula…

parallel thread c-plus-plus openmp black-scholes monte-carlo-simulation stock-price-prediction stock-market stock-prediction stock-prices stock-data predictive-modeling prediction-model predictive-analytics

C++ Updated Mar 20, 2019

Abhishekmamidi123 / ZS-Data-Science-Challenge

11

A Data science challenge - "Mekktronix Sales Forecasting" organised by ZS through Hackerearth platform. Rank: 223 out…

data-science predictive-modeling machine-learning-algorithms python3 hackerearth

Jupyter Notebook Updated Jul 30, 2018

JieniChen / Recommender-System

11

In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood …

recommender-system collaborative-filtering predictive-modeling

Python Updated Sep 10, 2017

predictive-modeling

Repositories 386