KishManani
Data science and machine learning lead, open source contributor, and online course developer.
London, UK
Pinned Repositories
CAAF
A Python implementation of a cellular automaton model of atrial fibrillation, an abnormal heart rhythm.
DataTalksClub2022
Slides for "Feature engineering for time series forecasting" talk for DataTalks.Club given in August 2022.
feature_engine
Feature engineering package with sklearn like functionality
financial_forecasting_competition_g_research
My submission to the G Research Financial Forecasting Competition of 2018
m5-forecasting-tutorial
An end-to-end tutorial to forecast the M5 dataset using feature engineering pipelines and gradient boosting.
MSTL
Notebook to accompany MSTL article
PyDataLondon2022
Slides for "Feature engineering for time series forecasting" talk
PyDataLondon2024
Slides for the talk "Backtesting and error metrics for modern time series forecasting" given at PyData London 2024
sktime
A unified framework for machine learning with time series
statsmodels
Statsmodels: statistical modeling and econometrics in Python
KishManani's Repositories
KishManani/PyDataLondon2022
Slides for "Feature engineering for time series forecasting" talk
KishManani/MSTL
Notebook to accompany MSTL article
KishManani/DataTalksClub2022
Slides for "Feature engineering for time series forecasting" talk for DataTalks.Club given in August 2022.
KishManani/m5-forecasting-tutorial
An end-to-end tutorial to forecast the M5 dataset using feature engineering pipelines and gradient boosting.
KishManani/financial_forecasting_competition_g_research
My submission to the G Research Financial Forecasting Competition of 2018
KishManani/feature_engine
Feature engineering package with sklearn like functionality
KishManani/PyDataLondon2024
Slides for the talk "Backtesting and error metrics for modern time series forecasting" given at PyData London 2024
KishManani/sktime
A unified framework for machine learning with time series
KishManani/CAAF
A Python implementation of a cellular automaton model of atrial fibrillation, an abnormal heart rhythm.
KishManani/KishManani
KishManani/skforecast
Time series forecasting with scikit-learn models
KishManani/waterfall
An easy to use waterfall chart function for Python
KishManani/kishan-dat-toxic-comment-challenge
Team Kishan-and-Dat R&D for Toxic Comment Challenge
KishManani/statsmodels
Statsmodels: statistical modeling and econometrics in Python
KishManani/machine_learning_from_scratch
Implement machine learning algorithms from scratch for learning purposes.
KishManani/pagmo2
A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
KishManani/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
KishManani/tsibbledata
Example datasets for tsibble