Geektime AI Course

简体中文

Preautions

I am revising the course and notebooks with current OpenAI API
Old version notebook could be found under tag v0.0.1

Using GPU

Google Colab is recommended, could satisfy your CPU usage requiments for the course
Or you could buy GPU resource through AutoDL

Course

Purchase Link

Large data files

Baidu Disks 提取码: jvr4

Environment setup

For old versions

conda create -n geektime python=3.10
conda activate geektime
conda env update --file conda-env.yml

Or you could use pip as well

pip install -r requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 67 Commits
.devcontainer		.devcontainer
data		data
.env.example		.env.example
.gitignore		.gitignore
01_open_ai_101.ipynb		01_open_ai_101.ipynb
02_zero_shot_classification.ipynb		02_zero_shot_classification.ipynb
03_food_chatbot.py		03_food_chatbot.py
03_prompt_chatbot.ipynb		03_prompt_chatbot.ipynb
04_classification_comparison.ipynb		04_classification_comparison.ipynb
05_classification_in_ml.ipynb		05_classification_in_ml.ipynb
06_chatgpt_and_application.ipynb		06_chatgpt_and_application.ipynb
07_clustering_and_summarize.ipynb		07_clustering_and_summarize.ipynb
08_edit_and_moderation.ipynb		08_edit_and_moderation.ipynb
09_semantic_search.ipynb		09_semantic_search.ipynb
10_llama_index_to_read_a_book.ipynb		10_llama_index_to_read_a_book.ipynb
11_colab_chatglm_opensource.ipynb		11_colab_chatglm_opensource.ipynb
11_open_source_embedding.ipynb		11_open_source_embedding.ipynb
13_unit_test.ipynb		13_unit_test.ipynb
14_langchain_01.ipynb		14_langchain_01.ipynb
15_langchain_02.ipynb		15_langchain_02.ipynb
16_langchain_memory.ipynb		16_langchain_memory.ipynb
17_langchain_agent.ipynb		17_langchain_agent.ipynb
18_fine_tune_and_stream.ipynb		18_fine_tune_and_stream.ipynb
19_whisper_and_gpt.ipynb		19_whisper_and_gpt.ipynb
19_whisper_local_model.ipynb		19_whisper_local_model.ipynb
20_tts_and_azure.ipynb		20_tts_and_azure.ipynb
21_digital_person.ipynb		21_digital_person.ipynb
22_huggingface.ipynb		22_huggingface.ipynb
22_huggingface_pipeline_example.ipynb		22_huggingface_pipeline_example.ipynb
23_clip_and_image_search.ipynb		23_clip_and_image_search.ipynb
24_stable_diffusion.ipynb		24_stable_diffusion.ipynb
25_controlnet_canny.ipynb		25_controlnet_canny.ipynb
25_controlnet_openpose.ipynb		25_controlnet_openpose.ipynb
25_controlnet_scribble.ipynb		25_controlnet_scribble.ipynb
AIAssistant.bas		AIAssistant.bas
LICENSE		LICENSE
README.md		README.md
README_zh_CN.md		README_zh_CN.md
auto_unit_test.py		auto_unit_test.py
conda-env.yml		conda-env.yml
requirements-gpu.txt		requirements-gpu.txt
requirements.txt		requirements.txt

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Jackackm/geektime-ai-course

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Geektime AI Course

Preautions

Using GPU

Course

Large data files

Environment setup

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