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Adrian Torrie
Machine Learning
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General
Pin
Introduction to Machine Learning | Machine Learning Crash Course | Google Developers
machine.developers.google.com
scikit-learn API
scikit-learn.org
aarshayj/Analytics_Vidhya
github.com
ga-students/DS_HK_1
github.com
General
Performance Evaluation
Pin
Receiver operating characteristic
en.wikipedia.org
Narrow confidence interval -- higher accuracy?
stats.stackexchange.com
Precision and recall
en.wikipedia.org
Performance Evaluation
Anaomoly Detection
Pin
Machine Learning - 15. Anomaly Detection - YouTube
youtube.com
Anaomoly Detection
Reinforcement Learning
Pin
UCL Course on RL
cs.ucl.ac.uk
Reinforcement Learning
Quant
Pin
Python for Finance Trainings by TPQ GmbH
training.tpq.io
Machine Learning for Algorithmic Trading
tpq.io
Dr. Yves J. Hilpisch
hilpisch.com
Quant
Time-Series Analysis
Pin
Ensemble learning for time series forecasting in R – Peter Laurinec – Time series data ...
petolau.github.io
Time Series Classification Website
timeseriesclassification.com
Modern Pandas (Part 7): Timeseries
tomaugspurger.github.io
Identifying the order of differencing in ARIMA models
people.duke.edu
Identifying the orders of AR and MA terms in an ARIMA model
people.duke.edu
tsa_filters
statsmodels.org
12 more
Time-Series Analysis
Survival Analysis
Pin
lifelines 0.8.0.1 documentation
lifelines.readthedocs.io
Lecture notes: survival-analysis.pdf
PDF
Survival Analysis with Plotly
plot.ly
Survival Analysis
Random Forests
Pin
Random forest
en.wikipedia.org
ŷhat | Random Forests in Python
blog.yhat.com
Random Forests
Examples
Pin
Predicting disease risks
bmcmedinformdecismak.biomedcentral.com
Examples
Ensembles
Pin
Ensemble learning for time series forecasting in R – Peter Laurinec – Time series data ...
petolau.github.io
dark14.pdf - Hinton & Dean Dark knowledge
PDF
1st PLACE - WINNER SOLUTION
kaggle.com
Learner Mechanics — mlens 0.2.0 documentation
ml-ensemble.com
Getting started — mlens 0.2.0 documentation
ml-ensemble.com
PyDotPlus 2.0.2 documentation
pydotplus.readthedocs.io
2 more
Ensembles
t-SNE
Pin
How to Use t-SNE Effectively
distill.pub
t-SNE
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Machine Learning
General
Performance Evaluation
Anaomoly Detection
Reinforcement Learning
Quant
Time-Series Analysis
Survival Analysis
Random Forests
Examples
Ensembles
t-SNE