swcarpentry / Deprecated Boot Camps

A community run, 5-day PyTorch Deep Learning Bootcamp

Experiments with Deep Learning

Code release for Hu et al. Segmentation from Natural Language Expressions. in ECCV, 2016

基于李笑来的那本自学是一门手艺的书，然后里面有自己修改的痕迹，以及更多的资料。

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

Videos of deep learning optimizers moving on 3D problem-landscapes

p5_VehicleDetection_Unet

[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.

PyTorch tutorials A to Z

Repository for reading Pascal VOC data in Python, rather than requiring MATLAB to read the XML files.

An LSTM Autoencoder for rare event classification

Código para el curso "Aprende Data Science y Machine Learning con Python"

Distributed deep learning on Hadoop and Spark clusters.

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Atom notebook

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

Faster-RCNN based on Densecap(deprecated)

Game Theory and Python, a workshop investigating repeated games using the prisoner's dilemma

Code for my EMNLP 2018 paper "SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach"