Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras

This is a tensorflow re-implementation of Faster R-CNN: Towards Real-Time ObjectDetection with Region Proposal Networks.

A PyTorch implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

Scalable inference for a generative model of astronomical images

These are companion notebooks written in Julia and Python for: "Introduction to Applied Linear Algebra" by Boyd and Vandenberghe.

Natural Language Processing Tutorials(NLP) with Julia and Python

Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".

Design-of-experiment (DOE) generator for science, engineering, and statistics

Predicting Forex Future Price with Machine Learning

Pandas tutorial for SciPy2015 and SciPy2016 conference

This Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.

基于深度学习的驾驶员状态检测，不仅仅可以识别出疲劳驾驶，还能够识别出各种各样的状态

Code for the paper: Fighting Fake News: Image Splice Detection via Learned Self-Consistency

Notes for machine learning

Code release for Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation (CVPR 2020)

Machine learning fundamentals lesson in interactive notebooks

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

Conda environment and package management extension from within Jupyter