Tyler Blume (@tblume1992)
github

tblume1992

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  • Stars
    star
    474
  • Global Rank 60,593 (Top 3 %)
  • Followers 60
  • Following 21
  • Registered almost 8 years ago
  • Most used languages
    Python
         78.9 %
    Jupyter Notebook
         21.1 %

Top repositories

1

ThymeBoost

Forecasting with Gradient Boosted Time Series Decomposition
Python
187
star
2

MFLES

Jupyter Notebook
107
star
3

LazyProphet

Time Series Forecasting with LightGBM
Python
78
star
4

ConformalImpact

Causal Impact but with MFLES and conformal prediction intervals
Python
34
star
5

BetaBoost

A small wrapper to do Beta Boosting with XgBoost
Python
15
star
6

Seance

Wrapper around MLForecast for more plug and play forecasting
Jupyter Notebook
12
star
7

TSUtilities

Various utilities for time series forecasting
Python
10
star
8

TimeMurmur

Time Series Forecasting at Scale with LightGBM
Python
4
star
9

LazyProphet_old

Time Series decomposition and forecasting via gradient boosted binary regressions and harmonics
Python
4
star
10

ThymeBoost_old

Modified Gradient Boosted Trees for the use of Time Series prediction and decomposition
Python
3
star
11

ProphetLite

Like Prophet but in numba all fit with LASSO
Python
3
star
12

SkyLasso

Python
3
star
13

Functime-Benchmark

Jupyter Notebook
2
star
14

AutoSmoothers

Python
2
star
15

hq_trivia_dataset

1
star
16

RegressionModelSelection

Python
1
star
17

regression_data_simulation

Python
1
star
18

ForecaStable

Python
1
star
19

BayesOptimizedGBT

Python
1
star
20

portfolio

Jupyter Notebook
1
star