机器学习与人工智能学习之路.md

机器学习与人工智能学习之路

专业术语

• AIGC即AI Generated Content，是指利用人工智能技术来生成内容，AIGC也被认为是继UGC(User Generated Content)、PGC(Professional Generated Content)之后的新型内容生产方式，AI绘画、AI写作等都属于AIGC的分支。对AIGC来说，2022年被认为是其发展速度惊人的一年。
• NLP: Natural Language Processing
• NLG: Natural Language Generation
• LLM: Large Language Model

深度学习库

• Keras(基于 Python 的深度学习库): https://keras.io/zh/
• TensorFlow: https://www.tensorflow.org/
• PyTorch: https://pytorch.org/

基于大数据模型的一些产品与网站

• Awesome ChatGPT Prompts: https://github.com/f/awesome-chatgpt-prompts

• Hugging Face: https://huggingface.co/

• Transformers: (提供了数以千计的预训练模型，支持 100 多种语言的文本分类、信息抽取、问答、摘要、翻译、文本生成。它的宗旨是让最先进的 NLP 技术人人易用): https://github.com/huggingface/transformers/blob/main/README_zh-hans.md

• ArtHub: https://arthub.ai/

• Civitai: https://civitai.com/

• DeepMind: https://www.deepmind.com

• AlphaGo(DeepMind): https://www.deepmind.com/research/highlighted-research/alphago

• OpenAI: https://openai.com/

• ChatGPT(通用型聊天机器人)(OpenAI): https://chat.openai.com/

• DALL-E（文本生成图片）(OpenAI): https://labs.openai.com/

• New Bing: https://www.bing.com/

• Stability AI: https://stability.ai/

• DreamStudio(DreamStudio is an easy-to-use interface for creating images using the latest version of the Stable Diffusion image generation model.): https://beta.dreamstudio.ai/dream

• stable-diffusion(免费，但是需要排队): https://huggingface.co/spaces/stabilityai/stable-diffusion

• Midjourney(文本生成图片): https://www.midjourney.com/

• firefly(文本生成图片): https://firefly.adobe.com/

• imagen(文本生成图片): https://imagen.research.google/

• Leonardo.Ai(文本生成图片): https://leonardo.ai/

• ClipDrop(文本生成图片): https://clipdrop.co/

• Lama Cleaner(文本修图): https://github.com/Sanster/lama-cleaner

• Opus.ai(文本创建3D): https://opus.ai/

• playgroundai: https://playgroundai.com/

• DaVinci: https://github.com/microsoft/DaVinci

• OpenRead(AI读论文): https://www.openread.academy/

• DeepL(AI翻译):https://www.deepl.com/translator

• Synthesia（文本生成视频）https://www.synthesia.io/

• Notion AI(AI写作): https://www.notion.so/product/ai?wr=0f7cc56a61756f34

• jenni(AI写作): https://jenni.ai/

• Copy.ai(AI写作):https://www.copy.ai/

• Peppertype.ai(AI写作):https://www.peppertype.ai/

• AI-Writer(AI写作):https://ai-writer.com/

• Designs.ai(AI创意设计): https://designs.ai/

• khroma(AI配色):https://www.khroma.co/

• AI Colors: https://aicolors.co/

• AIVA(音乐创作): https://www.aiva.ai/

• fireflies(文本转语音): https://fireflies.ai/

• repurpose(自动化社媒内容): https://repurpose.io/

• livechat(多功能聊天机器人): https://www.chatbot.com/integrations/livechat/

• gerev.ai(工作区搜索引擎): https://gerev.ai/

• PDF解析: https://www.chatpdf.com/

• BookAI(Chat with any book using AI): https://www.bookai.chat/

• regex.ai: https://regex.ai/

• AI Code Translator: https://ai-code-translator.vercel.app/

• 模型对比: https://nat.dev/

• ChatDoctor: https://github.com/akramaliomar/ChatDoctor

AI编程辅助

• Cursor: https://www.cursor.so/

• Codeium: https://codeium.com/

• IntelliCode: https://docs.microsoft.com/zh-cn/visualstudio/intellicode/overview

• Kite(已停止运营): https://kite.com/

• codota（已被tabnine替代）: https://www.codota.com/

• tabnine: https://www.tabnine.com/

• Copilot: https://copilot.github.com/

• GitHub Copilot chat: https://github.com/github-copilot/chat_waitlist_signup

• Github Next: https://githubnext.com/

• Alibaba Cloud AI Coding Assistant(Cosy): https://developer.aliyun.com/tool/cosy

• aixcoder: https://www.aixcoder.com/

• CodeGeex: https://codegeex.cn/zh-CN

• Bito: https://bito.ai/

其它

• Google's Wordcraft: https://analyticsindiamag.com/google-introduces-wordcraft-a-human-ai-collaborative-editor-for-story-writing/
• Prompt-Engineering-Guide: https://github.com/dair-ai/Prompt-Engineering-Guide