Farahana's starred repositories
coding-interview-university
A complete computer science study plan to become a software engineer.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
EffectiveTensorflow
TensorFlow tutorials and best practices.
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
attention-transfer
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
pytorch-capsule
Pytorch implementation of Hinton's Dynamic Routing Between Capsules
GenericObjectDecoding
Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037.
pytorch_tutorial
Quick PyTorch introduction and tutorial. Targets computer vision, graphics and machine learning researchers eager to try a new framework.
keras-tutorial
Tutorial teaching the basics of Keras and some deep learning concepts
deepmotion
correction of motion artefacts in fMRI using deep learning models
Neuroscience-meets-Deep-Learning
Convolutional Neural Network Approach in Prediction of Human Brain Activity (fMRI images) Associated with the Meanings of Nouns
DL_experiments
Deep learning experiments about medical image analysis.