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2019iflytek_machinerylife_baseline

adult-census-income

成人收入普查预测，该数据集属于非平衡数据集，需要用ROC评价性能，精度达89.7%

alpaca-lora

Instruct-tune LLaMA on consumer hardware

analysis-tslearn

Clustering using tslearn for Time Series Data.

auto_ml

Automated machine learning for analytics & production

baiduimagespider

百度图片爬虫，基于python3

bank-card-number-identification

基于openCV&Tensorflow的银行卡号识别

bankcard-recognizer

💳 Extracting numbers from bankcard, based on Deep Learning. 基于深度学习的银行卡号识别与定位系统。

bankcardocr

基于keras的银行卡号识别

books

📚 All programming languages books

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

boston-house-prices

对波士顿房价进行预测，是一个回归问题，用到超参数调优，学习曲线，R2作为性能评价。

chinese-llama-alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

codebox

To hold codes for my blog posts.

codellama

Inference code for CodeLlama models

competitions

corporate-portrait-of-financial-statements

德勤智团

corporate_portrait

企业画像

dcic-2019-hnt-2th-place

2019数字**创新大赛 混凝土泵车砼活塞故障预警 亚军

dcic-failure-prediction-of-concrete-piston-for-concrete-pump-vehicles

Traditional approaches to production equipment maintenance remain mainly in corrective maintenance and routine-based maintenance. Corrective maintenance, which is no fail no repair, implies unscheduled downtime of equipment, severe security risk and unacceptable economic loss, while routine or time-based maintenance is time consuming and costly. By data analysis and modeling, predictive maintenance forecasts the residual life or possible failure of key components, and schedules maintenance accordingly，in order to avoid unscheduled downtime and to save cost.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

deye

Keep an Eye on Defects Inspection.

easy_hmm

A easy HMM program written with Python, including the full codes of training, prediction and decoding.

em_hmm_clustering

face_recognition

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

fault-prediction-for-bearings-anomaly-detection-

Fault prediction for bearings from IoT sensors with Deep Learing Neural Networks

flowise

Drag & drop UI to build your customized LLM flow

gans-awesome-applications

Curated list of awesome GAN applications and demo

github

GitHub 漫游指南- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.

gitskills