Hero John's repositories
lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
bci-challenge-ner-2015
Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge
BCI-controlled-UR-manipulator
Python implementation of motor imagery real-time BCI paradigm for 3D control of UR5 manipulator and ROBOTIQ gripper, with unique control session paradigm.
bci_deeplearning
The objective of this project is to train a predictor of finger movements from Electroencephalography (EEG) recordings.
braindecode
A deep learning toolbox to decode raw time-domain EEG.
dask-searchcv
Tools for performing hyperparameter search with Scikit-Learn and Dask
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep-learning-python
PyTorch and TensorFlow for deep learning
deeplearning.ai-notes
These are my personal notes which I prepared during deep learning specialization taught by AI guru Andrew NG. I have used diagrams and code snippets from the code whenever needed but following The Honor Code.
ECE-239AS-Project
RNNs on EEG Data
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
gumpy-deeplearning
Deep Learning Models for Brain Computer Interfaces
jupyter-tips-and-tricks
Using Project Jupyter for data science.
MachineLearningCourse
A collection of notebooks of my Machine Learning class written in python 3
Materials
Materials used in class when teaching Data Bootcamp at NYU Stern.
ml-training-advanced
Materials for the "Advanced Scikit-learn" class in the afternoon
mne-python
MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
moabb
Mother of All BCI Benchmarks
omission_frontiers
Code for omission frontiers
OpenBCI_Python
The Python software library designed to work with OpenBCI hardware.
PyCon9-Pytorch-from-Ground-Up
Material for "PyTorch from Ground Up", a training session at PyCon Nove (Florence, 2018)
pyppt
Python interface for adding figures to Microsoft PowerPoint presentations on-the-fly.
python-data-science-handbook
Sourced from O'Reilly ebook of the same name.
pytorch-made
MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
research-paper-notes
Notes and Summaries on ML-related Research Papers (with optional implementations)
scikit-cribsheet
Notes from scikit-learn - a Python-based machine learning library.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
tutorials-scikit-learn
Scikit-Learn tutorials