主页

索引

模块索引

搜索页面

10.3. 常用

10.3.1. 快速学习

• https://github.com/Avik-Jain/100-Days-Of-ML-Code

• 阿布量化交易系统: https://github.com/bbfamily/abu

• https://github.com/askmike/gekko

• Decentralized websites using Bitcoin crypto and BitTorrent network: https://github.com/HelloZeroNet/ZeroNet

• https://github.com/d2l-ai/d2l-en

10.3.2. deep learning

• https://github.com/fchollet/deep-learning-with-python-notebooks

10.3.3. AlphaGo

• ELF开源地址: https://github.com/pytorch/ELF

• Leela Zero开源地址 https://github.com/gcp/leela-zero

• 金毛开源地址 https://github.com/Tencent/PhoenixGo

10.3.4. kubeflow

• github https://github.com/kubeflow/kubeflow

• 官网 https://www.kubeflow.org/

Kubeflow 是由 Google 等公司于 2017 年推出的基于 Kubernetes 的开源项目，它支持常见的机器学习框架。

Kubeflow has three core components:

1. TF Job Operator and Controller:
    Extension to Kubernetes to simplify deployment of distributed TensorFlow workloads.
2. TF Hub:
    Running instances of JupyterHub, enabling you to work with Jupyter Notebooks.
3. Model Server:
    Deploying a trained TensorFlow models for clients to access and use for future predictions.

10.3.5. 代码生成

• https://github.com/codefuse-ai

• https://github.com/codefuse-ai/MFTCoder

• https://github.com/paul-gauthier/aider

• THUDM/CodeGeeX2(模型: THUDM/codegeex2-6b): https://github.com/THUDM/CodeGeeX2 https://codegeex.cn/

10.3.6. 游戏

• 超级Mario(微调的 GPT-2 模型成功生成了「超级马里奥兄弟」中的部分关卡): https://github.com/shyamsn97/mario-gpt

10.3.7. LLM Observability

• The open-source platform for logging, monitoring, and debugging: https://www.helicone.ai/

主页

索引

模块索引

搜索页面