albinjames

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UPMC, Sorbonne University

Paris

sites.google.com/view/albinjames

Albin James's starred repositories

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Language:HTMLMIT69726 1016 136

whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

Language:PythonBSD-2-Clause12355 137 709

sktime

A unified framework for machine learning with time series

Language:PythonBSD-3-Clause7932 108 2575

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Language:Jupyter NotebookBSD-2-Clause3104 158 10

Data-science-best-resources

Carefully curated resource links for data science in one place

my_notes

My small cheatsheets for data science, ML, computer science and more.

Apache-2.01638 29 1

dl-4-tsc

Deep Learning for Time Series Classification

Language:PythonGPL-3.01557 48 47

restricted-boltzmann-machines

Restricted Boltzmann Machines in Python.

Language:PythonMIT950 62 4

pyheat

pprofile + matplotlib = Python program profiled as an awesome heatmap!

Language:PythonMIT831 11 16

fable

Tidy time series forecasting

Language:RGPL-3.0565 28 379

pydoro

🍅 pydoro - Terminal Pomodoro Timer

Language:PythonMIT541 9 51

cadabra2

A field-theory motivated approach to computer algebra.

Language:C++GPL-3.0230 21 243

anfis

Python implementation of an Adaptive neuro fuzzy inference system

Language:PythonMIT196 19 26

Wind_Turbine_SCADA_open_data

list of open data wind turbine data sets

JuliaOulu20

Julia Workshop @ University of Oulu, Finnland

Language:Jupyter NotebookMIT79 5 1

PVEL-AD

Photovoltaic cell defect detection

Language:PythonApache-2.078 4 13

Unity-Fluid-Simulation

An Implementation of Smoothed Particle Hydrodynamics in Unity

Language:C#GPL-3.033 20

bechdelai

Automating the Bechdel test and its variants for feminine representation in movies with AI

Language:Jupyter NotebookMIT29 11 7

EvolutionaryComputationCourse

Language:Python20 2 1

EvolutionaryComputation

Language:Jupyter Notebook19 2 1

tutorials-mva-2023-2024

Tutorials for the Machine Learning for Time Series class - Master MVA (2022/2023)

Language:Jupyter NotebookGPL-3.018 40

KernelCPD_WindSCADA

Code and supplementary material complementing the WES-publication: "Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models""

Language:PythonGPL-3.01800

tutorials-mva-2022

Tutorials for the Machine Learning for Time Series class - Master MVA (2021/2022)

Language:Jupyter NotebookGPL-3.010 20

bm

A deep autoencoder that pre-trains weights with Restricted Boltzmann machines

Language:Python1000

asml

Language:Jupyter Notebook7 16 1

SBSPS-Challenge-1160-Predicting-the-energy-output-of-wind-turbine-based-on-weather-condition

Language:Jupyter Notebook600

advent-of-code

Language:PythonCC0-1.02 20

denoiseRBM

Language:PythonMIT1 10

Genetic_Programming_Time_Series

Language:ShellNOASSERTION100

teaching-notebooks

A collection of Jupyter notebooks I have created for teaching

Language:Jupyter Notebook1 20