# Colab Notebooks

## ⚗️ Colab Notebooks & Interactive Experiments

| Notebook / Tool            | Link Description                      |
| -------------------------- | ------------------------------------- |
| 🧠 Unsloth Fine-Tuning     | QLoRA tuning via Colab                |
| 🎮 OpenAI Gym CartPole     | RL environment: CartPole              |
| 🧠 TensorFlow Playground   | Neural network builder                |
| 🤗 Hugging Face Classifier | Text classification pipeline          |
| 🎨 Gradio Builder          | Build & demo ML apps in Colab         |
| 📊 LangChain Agents        | Interactive LangChain workflows       |
| 🔍 Pinecone Vector Search  | Semantic search demo using embeddings |

> *Note: This list can expand endlessly — more curated links coming soon.*

***

## 🌐 ML Platforms & Tooling Ecosystem

| Platform               | Use Case                                |
| ---------------------- | --------------------------------------- |
| 🧠 Kaggle              | Free GPUs, datasets, competitions       |
| 🧪 Hugging Face Spaces | Run/test hosted LLMs, image models      |
| 🎨 Gradio Gallery      | Share and test visual ML demos          |
| 🧬 Gymnasium           | Reinforcement learning environments     |
| 📊 Papers with Code    | SOTA benchmarks and paper/code matching |
| 🔬 Nomic Atlas         | Visualize high-dimensional embeddings   |

***

## 🧰 Tooling Reference Table

| Category        | Tools                                                           |
| --------------- | --------------------------------------------------------------- |
| Cloud & Hosting | Colab, Scaleway, Kaggle, Vertex AI, SageMaker, Hugging Face Hub |
| Frameworks      | PyTorch, TensorFlow, JAX, ONNX                                  |
| LLM Toolkits    | Unsloth, VLLM, LangChain, LangFlow                              |
| Deployment      | Docker, Podman, Gradio, Streamlit                               |
| Pipelines / Ops | N8N, Kubeflow, Weights & Biases                                 |
| Vector DBs      | Redis, Weaviate, Pinecone, ElasticSearch                        |
| Kubernetes      | Talos Linux, Helm, NVIDIA Operator, VirtIO                      |
| Infra & Drivers | CUDA Toolkit, ROCm, OpenCL, Edge GPU, MGROK                     |


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