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Python Data Science Handbook: full text in Jupyter Notebooks
βοΈ DEPRECATED β See https://github.com/ageron/handson-ml3 instead.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Public facing notes page
Best Practices, code samples, and documentation for Computer Vision.
A simplified implemention of Faster R-CNN that replicate performance from origin paper
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)
Named Tensor implementation for Torch
A Pytorch Computer Vision template to quick start your next project! ππ
Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)
Course Material for "Application of Deep Learning in Computer Vision"
PyTorch implementation of "Asynchronous advantage actor-critic"