Pinned Repositories
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%
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。
Human_Activity_Recognition
人类行为预测，数据维度高，需要进行特征选择后建模，建模精度高达97.9%
Interview
Interview = 简历指南 + LeetCode + Kaggle
iris
机器学习的入门级经典数据集iris,多分类问题，对数据进行了归一化，编码，数据集划分等预处理操作，调用各模型，观看效果。
JavaGuide
【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。
Jinnan
天池：津南数字制造算法挑战赛——赛场一：原料企业工艺优化 初赛17/2682（前1%） 复赛31名 Drop队代码
loan_prediction
贷款预测，是一个二分类问题，模型精度83.2%
opencv
Open Source Computer Vision Library
python_for_data_analysis_2nd_chinese_version
《利用Python进行数据分析·第2版》
ykchasingwind's Repositories
ykchasingwind/2019iFLYTEK_MachineryLife_Baseline
ykchasingwind/alpaca-lora
Instruct-tune LLaMA on consumer hardware
ykchasingwind/analysis-tslearn
Clustering using tslearn for Time Series Data.
ykchasingwind/books
📚 All programming languages books
ykchasingwind/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)
ykchasingwind/codellama
Inference code for CodeLlama models
ykchasingwind/Corporate_portrait
企业画像
ykchasingwind/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
ykchasingwind/DEye
Keep an Eye on Defects Inspection.
ykchasingwind/face_recognition
The world's simplest facial recognition api for Python and the command line
ykchasingwind/Flowise
Drag & drop UI to build your customized LLM flow
ykchasingwind/gans-awesome-applications
Curated list of awesome GAN applications and demo
ykchasingwind/langchain
⚡ Building applications with LLMs through composability ⚡
ykchasingwind/Langchain-Chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain
ykchasingwind/llama
Inference code for LLaMA models
ykchasingwind/LLaMA-Factory
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
ykchasingwind/localGPT
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
ykchasingwind/MetaOD
Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)
ykchasingwind/modelscope
ModelScope: bring the notion of Model-as-a-Service to life.
ykchasingwind/multi-step-forecasting-blog-sample-code
This repository is used for sample code of AWS China Blog.
ykchasingwind/PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
ykchasingwind/PaddleTS
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
ykchasingwind/Prompt-Engineering-Guide-Chinese
Prompt工程师指南，源自英文版，但增加了AIGC的prompt部分，为了降低同学们的学习门槛，翻译更新
ykchasingwind/pytorch-forecasting
Time series forecasting with PyTorch
ykchasingwind/som-anomaly-detector
Implementation of Kohonen SOM for anomaly detection purposes.
ykchasingwind/stock-predict
stock prediction using CHMM, HMM, SVM & LR
ykchasingwind/tesseract
Tesseract Open Source OCR Engine (main repository)
ykchasingwind/TICC
ykchasingwind/transfer-learning-time-series
Transfer 🤗 Learning for Time Series Forecasting
ykchasingwind/VirtualMeasurement_molding
注塑机产品尺寸预测