Culture
Traditional Culture
Culture 传统文化
Eco
Multifariousness 五花八门
Artificial Intelligence人工智能
Messaging - Kafka Kafka
Experiment
Quantum Computing
QC 量子计算...
Harmony
CangJie 预览版内测...

AI

    • PyTorch
      • PyTorch Fundamental
        • Pytorch Setup
        • Tensor Intro
        • Info Retrieving
        • Manipulating
        • Shape Error
        • Indexing
        • Tensor NumPy
        • Reproducibility
        • Tensor On Gpu
        • Exercise
        • Extra Curriculum
      • PyTorch Workflow
        • Workflow Intro
        • Data Preparing Loading
        • Build Model
        • Train Model
        • Prediction Inference
        • Saving Loading Model
        • Putting Together
        • Exercise
        • Extra Curriculum
      • NN Classification
        • NNC Intro
        • Getting Data Ready
        • Building Model
        • Train Model
        • Prediction Evaluating
        • Improving Model
        • Non Linearity
        • Replicating Non Linearity AF
        • Putting Together MultiClass
        • Evaluation Metric
        • Exercise
      • Computer Vision
        • ComputerVisionIntro
        • Getting Dataset
        • Prepare DataLoader
        • Build Baseline Model
        • Prediction With Result
        • Setup Device Agnostic Code
        • Building Non Linearity Model
        • Build Cnn
        • Result and Training Time
        • Evaluate Random Prediction
        • Confusion Matrix
        • Save And Load
        • Exercise
        • Extra Curriculum
      • Custom Dataset
        • Custom Dataset Intro
        • Data Preparation
        • Transforming Data
        • Loading ImageFolder
        • Loading Custom Dataset
        • Data Augmentation
        • Without Augmentation
        • Loss Curve
        • With Augmentation
        • Compare Model Result
        • Prediction On Custom Img
        • Takeaway
        • Exercise
        • Extra Curriculum
      • PyTorch Modular
        • Modular Intro
        • Cell VS Script
        • Getting Data
        • Making Model
        • Combining Train Test
        • Saving Model
        • Training Evaluating Saving
        • Exercise
        • Extra Curriculum
      • Transfer Learning
        • Transfer Learning Intro
        • FindPretrainedModel
        • Transfer Learning Cover
        • Setting Up
        • Getting Data
        • Create Dataset DataLoader
        • Getting Pretrained Model
        • Training Model
        • Evaluating Model
        • Making Prediction
        • Takeaway
        • Exercise
        • Extra Curriculum
      • Experiment Tracking
        • Track Experiment Intro
        • Getting Setup
        • Getting Data
        • Create Dataset DataLoader
        • Train Model Track Result
        • View Model Result
        • Helper Function
        • Setup Modelling Experiment
        • View Experiment
        • Load Model Prediction
        • Takeaway
        • Exercise
      • Paper Replicating
        • Paper Replicating Intro
        • Getting Setup
        • Getting Data
        • Create Dataset DataLoader
        • Replicating ViT Paper
        • Equation A Scpp
        • Equation B MSA
        • Equation C MLP
        • Create Transformer Encoder
        • Putting ViT Together
        • Setting ViT Model
        • Using Pretrained ViT
        • Make Prediction
        • Takeaway
        • Exercise
        • Extra Curriculum
      • Model Deployment
        • Model Deployment Intro
        • Getting Setup
        • Getting Data
        • Deployment Experiment
        • EffNetB2 Feature Extractor
        • ViT Feature Extractor
        • Making Prediction
        • Comparing Result Time Size
        • Creating Gradio
        • Turning Demo Deployable
        • Deploying HuggingFace
        • Creating Food Vision
        • Turning Model Deployable
        • Takeaway
        • Exercise
        • Extra Curriculum
      • Version 2X
        • Version 2X Intro
        • Getting Setup
        • Getting GPU Info
        • Setup Experiment
        • Time Model Single Run
        • Time Model Multiple Run
        • Improvement Extension
        • Resource
      • Solitary
        • PyTorch Extra Resource
        • PyTorch Cheat Sheet
        • PyTorch Common Error
    • Spring AI
      • Intro
        • Spring AI Concept
        • Spring AI Dependency
        • Spring AI Observability
        • Docker Compose
        • Testcontainer
        • Cloud Binding
      • Api Solitary
        • Api Intro
        • GenericModel
        • Chat Client
        • Function Calling
        • Multimodality
        • Prompt
        • Structure Output
        • ETL Pipeline
        • Evaluation Testing
      • Chat Model
        • Chat Model Intro
        • Hugging Face
        • MiniMax Chat
        • MiniMax Function Calling
        • Moonshot
        • Nvidia
        • OllamaChat
        • QianFan Chat
        • ZhiPuChat
      • Embedding Model
        • Embedding Model Intro
        • MiniMax
        • Ollama Embedding
        • Onnx Transformer
        • Postgre ML
        • QianFan
        • ZhiPu
      • Image Model
        • Image Model Intro
        • ZhiPu
        • QianFan
      • Audio Model
        • Transcription
        • Text To Speech
      • Moderation Model
      • Vector Store
        • Vector Store Intro
        • Cassandra
        • Chroma
        • Elastic Vector
        • Milvus
        • Neo4j
        • Open Search
        • Oracle Store
        • Postgre Vector
        • Qdrant
        • Redis
        • Typesense
        • Weaviate
AI v0.0.1
  • AI
    • v0.0.1
  • Culture
    • v0.0.1
  • Message
    • v0.0.1
  • Multifariousness
    • v0.0.1
  • AI
  • PyTorch
  • Computer Vision
  • Setup Device Agnostic Code
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