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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

a123_26650_mpccharging

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-timeseries-spatiotemporal-diffusion-model

A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).

bat-age-data-scripts

Python example scripts for processing the battery aging data published in [insert description and link here]

batt_sust_model

Source code and notebook examples to model the sustainability trade-offs of automotive lithium-ion batteries

battery-aging

Auto encoder for anomaly detection on battery data

battery-fast-charging-optimization

This repository contains much of the data, code, and visualizations associated with this manuscript:

battery-hppc-model-fitting

MATLAB codes that use 'nlinfit' function to fit data from HPPC runs for lithium-ion batteries.

battery-tester

Intro: long time i was harvesting lithium ion batteries from scrap laptop battery packs it's wasn't easy to test battery capacity manually so i made this device to tell me the output volt and current of the battery and calculate the battery capacity and life time Used components : display used in this project 1602 LCD with shift register 74ch595 to save atmega328 pins also there is i2c port on the pcb for who wants to add any i2c module but you have to edit the code to fit your needs for charge and discharge i'm using TIP41C isolated by opto coupler inquick test mode the circuit using 2 1 ohms resistors 1 as shunt and the other as load in charge mode using 1 ohm resistor as shunt for current measuring ​

battery_thermal_monitoring

Core Temperature Modelling and Monitoring of Lithium-ion Battery in the Presence of Sensor Bias

battsimpy

A python package for simulating Lithium-ion battery performance. Equivalent circuit, Single-Particle, and full Pseudo-2D models are available.

beep

Battery evaluation and early prediction

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bigdata-docker-compose

Deploy bigdata platform using docker compose. Big data components include hadoop, hive, hbase, presto, flink, es, kafka, etc.

bisheserver

本系统是我的毕业设计项目，题目为“基于用户画像的电影推荐系统的设计与实现”。主要是以Django作为基础框架，采用MTV模式，数据库使用MongoDB、MySQL和Redis，以从豆瓣平台爬取的电影数据作为基础数据源，主要基于用户的基本信息和使用操作记录等行为信息来开发用户标签，并使用Hadoop、Spark大数据组件进行分析和处理的推荐系统。管理系统使用的是Django自带的管理系统，并使用simpleui进行了美化。

bms-autoanalysis

book1_python-for-beginners

Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；开始上传PDF草稿、Jupyter笔记。文件还会经过至少两轮修改，改动会很大，大家注意下载最新版本。请多提意见，谢谢

calendar-and-cycle-aging

This simulation reproduces the degradation models of the paper "Modeling of Lithium-Ion Battery Degradation for Cell Life Assessment" by Bolum Xu, Alexandre Oudalov, Andreas Ulbing, Göran Andersson and Daniel Kirschen.

cellpy

extract and tweak data from electrochemical tests of cells

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

data-driven-prediction-of-battery-cycle-life-before-capacity-degradation

Code for Nature energy manuscript

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

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

dynamic_vae

Dynamic VAE algorithm is used for anomaly detection of battery data

early-prediction-varying-usage-data

The code repository for "Predicting Battery Lifetime Under Varying Usage Conditions from Early Aging Data"

encoder-decoder-based-fault-detection-approach-for-lithium-ion-batteries-paper-etransportation

paper sourcecode

ev_ems

EMS for fuel cell and Lithium-ion battery EV

explainable-ai

Best Practices on Explainable AI (XAI)

gluonts

Probabilistic time series modeling in Python