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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

alda

Implementation code and supplementary materials

allennlp

An open-source NLP research library, built on PyTorch.

analyze-tremor-bradykinesia-pd

This repository contains Python code that can be used to build analytics to measure aspects of tremor and bradykinesia in patients with Parkinson's Disease. These analytics utilize accelerometer data from a wrist-worn wearable device.

anomaly

Anomaly detection for JSON documents

breast_cancer_classifier

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cuff_less_bp_prediction

Prediction of Blood Pressure from ECG and PPG signals using regression methods.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deep-learning-for-anomaly-detection-a-survey

This paper is continuously updated with deep anomaly detection methods and their applications

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deepcreampy

Decensoring Hentai with Deep Neural Networks

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

diffcnbp

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dl-ecg-review

A Review of Deep Learning Methods on ECG Data

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

ecg-heartbeat-classification-seq2seq-model

Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach

ecg-selfsupervised

Self-supervised representation learning from 12-lead ECG data

ecg_ptbxl_benchmarking

Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"

ecgnet

ECGNet复现论文P-QRS-T localization in ECG using deep learning

etsformer-pytorch

Implementation of ETSformer, state of the art time-series Transformer, in Pytorch

fairness_benchmark

Benchmarking fairness methods

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

filternet

Deep learning architecture for computationally efficient activity recognition as described in the paper FilterNet: A many-to-many deep learning architecture for time series classification

first_lab

First lab measurement experiment

fitlog

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具