karpathy / Randomfun

machine learning/artificial intelligence notes

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

Pythonで学ぶ強化学習 -入門から実践まで- サンプルコード

This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.

Code of the IPython Minibook, 2nd edition (2015)

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

用tensorflow进行中文自然语言处理的情感分析

My Answer to 120 Data Science Interview Questions

open source for wechat-official-account (ID: PyDataLab)

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

Text Similarity

Jupyter notebooks from the scikit-learn video series

platform for sleep hacking and research

Jupyter notebook integration with Spyder

Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"

Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-20. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil and maybe in the world. Data cover years 2014-19.

Using deep learning to generate music in MIDI format.