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100-days-of-ml-code

100-Days-Of-ML-Code中文版

adbench

Official Implement of "ADBench: Anomaly Detection Benchmark".

agtf30

anomalydetection_vae_lstm

awesome-deep-learning-papers

The most cited deep learning papers

awesome-memorynetwork

记忆神经网络有关的工作

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

d2l-zh

《动手学深度学习》

deep-photo-styletransfer

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

dncnn-tensorflow

:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

endnote_tutorial_hand_by_hand

手把手教你使用 EndNote X9/NoteExpress

everydaysport

从今天开始做一个健康的程序员。

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

face_recognition

The world's simplest facial recognition api for Python and the command line

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

fault-bucket.m

Matlab code for fault and anomaly detection, drawn from MA Osborne, R Garnett, K Swersky, and N de Freitas. Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults. (2012). AAAI Conference on Artificial Intelligence (AAAI 2012).

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gtm_designsim

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-cmapss

An OpenAI gym wrapper for C-MAPSS Data

hypersearch

A particle swarm optimization library created by Numenta for hyperparameter optimization.

igan

Interactive Image Generation via Generative Adversarial Networks

kalmanmatlabcode

Kalman Filter for Beginners: with MATLAB Examples

kernel-principal-component-analysis-kpca

KPCA for dimensionality reduction, feature extraction , fault detection, and fault diagnosis

lavfilters

LAV Filters - Open-Source DirectShow Media Splitter and Decoders

learngit

教程→ http://t.cn/zQ6LFwE 赞助→ http://t.cn/R5bhVpf 推送请使用UTF-8编码

lh2sim

loss-landscape

Code for visualizing the loss landscape of neural nets