yawen-zhao-820 Goto Github PK

ada-pu

Code for paper: A Boosting Algorithm for Positive-Unlabeled Learning

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

arcade-learning-environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

deeplearning

deepmind-atari-deep-q-learner

The original code from the DeepMind article + my tweaks

design-report

dqn

Lua/Torch implementation of DQN (Nature, 2015)

dqn_exp

dqn_flappy

drl

Deep Reinforcement Learning

emoji-cheat-sheet

A markdown version emoji cheat sheet

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

full-stack-bootcamp-wiki

课程链接： https://jiangren.com.au/web-development-bootcamp

gym

A toolkit for developing and comparing reinforcement learning algorithms.

keras-rl

Deep Reinforcement Learning for Keras.

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lol_data_collection

machine-learning

Dataset download link see README.md

mlfromscratch

Machine Learning algorithm implementations from scratch.

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

nnpulearning

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

react-table

⚛️ Hooks for building fast and extendable tables and datagrids for React

react-table-tutorials

Source code related to the YouTube tutorial series

real-cybersecurity-datasets

Public datasets to help you address various cyber security problems.

scikit-learn

scikit-learn: machine learning in Python

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow