https://github.com/leemengtw/learnable_ai

以 PyTorch 實作，可供學習 AI 的各式深度學習應用
https://github.com/leemengtw/learnable_ai

chinese deep-learning machine-learning python pytorch pytorch-lightning tensorflow

Last synced: 9 months ago
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以 PyTorch 實作，可供學習 AI 的各式深度學習應用

Host: GitHub
URL: https://github.com/leemengtw/learnable_ai
Owner: leemengtw
License: apache-2.0
Created: 2020-03-04T12:43:47.000Z (over 6 years ago)
Default Branch: master
Last Pushed: 2023-04-11T23:37:03.000Z (about 3 years ago)
Last Synced: 2025-07-13T22:36:03.181Z (12 months ago)
Topics: chinese, deep-learning, machine-learning, python, pytorch, pytorch-lightning, tensorflow
Language: Jupyter Notebook
Homepage: https://leemeng.tw/learnable_ai/
Size: 2.08 MB
Stars: 4
Watchers: 1
Forks: 0
Open Issues: 3
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE

README

![Logo](notebooks/images/icon67.png)

# Learnable AI

**以 PyTorch 實作，可供學習 AI 的各式深度學習應用。**

---

## 本地開發與環境設置

載下 repo：

```bash
export REPO=practical_ai
git clone https://github.com/leemengtaiwan/$REPO.git
cd $REPO
```

建立新的 [Anaconda](https://www.anaconda.com/) 環境並在該環境內安裝函式庫：

```bash
conda create -n $REPO python=3.6 -y
conda activate $REPO # 或 source activate $REPO
pip install -r requirements.txt

conda install pytorch torchvision cudatoolkit=10.1 -c pytorch
conda install -c conda-forge opencv
```

安裝 Jupyter Lab：

```bash
conda install -c conda-forge jupyterlab -y
```

設置 [nbdev](https://github.com/fastai/nbdev) 環境並以 editable 的方式安裝此 package：

```bash
nbdev_install_git_hooks
nbdev_build_lib
pip install -e ".[dev]"
```

建立環境變數文件：

```bash
touch .env
echo 'export DATA_ROOT=data' >> .env
```