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We continue to see exciting breakthroughs in AI. The CHATGPT in text, the PIKA in video, and the Gemini in multimodal. I'm sure every AI practitioner can feel the waves of our time building up. And I want to do my part in this era. There is a hidden voice in my heart telling me that I can also realize AGI in some small field. Now I have found my goal: AGI in quantitative finance.

My goal is to build an AGI that can replace a Quant Alpha team of about 20 people, and I'm working towards that goal. Inputting historical stages of data, our AGI can output factors, factor combination strategies, trading strategies, and fulfill the functions brought by the whole Quant Alpha team.

If you are also interested, please feel free to contact me. (Or if your team is doing the same thing, I'd love to join you!)

  • 👋 Hi, I’m TianhaoFu(付天豪)@PKU.
  • 👀 I’m interested in data-centric AI and Quantitative Finance.
  • 🌱 I’m currently learning data-centric AI. Check my 2022's data-centric AI work: Tiny3D: a data-centric AI based 3D object detection service production system. Also, I'm doing research on High-frequency Strategy, Mid-frequency Strategy, and Alternative Low-frequency Strategy in US stock, China stock, and Crypto.
  • 💞️ I’m looking to collaborate on data-centric AI(data privacy, data programming, data simulation, data compression, data duration, data centric ai system) and Quantitative Finance(job or other opportunities).
  • 📫 How to reach me [email protected].

Tianhao Fu's Projects

cube-studio icon cube-studio

云原生一站式机器学习平台，多租户，数据资产，notebook在线开发，拖拉拽任务流编排，多机多卡分布式训练，超参搜索，推理服务，多集群调度，多项目组资源组，边缘计算，大模型实时训练

cudasift icon cudasift

A CUDA implementation of SIFT for NVidia GPUs (1.2 ms on a GTX 1060)

cuml icon cuml

cuML - RAPIDS Machine Learning Library

cup icon cup

Code for CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction

cvat icon cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

d4lcn icon d4lcn

A pytorch implementation of "D4LCN: Learning Depth-Guided Convolutions for Monocular 3D Object Detection" CVPR 2020

dansmp icon dansmp

Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks

dast_segmentation icon dast_segmentation

The source code of DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training

data-science-competitions icon data-science-competitions

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

data_mining icon data_mining

Data visualization, clustering, classification and hands-on KDD-CUP99 (network attack detection) tasks

datalab icon datalab

The unified platform for data-related resources.

datashapley icon datashapley

Data Shapley: Equitable Valuation of Data for Machine Learning

dcbench icon dcbench

A benchmark of data-centric tasks from across the machine learning lifecycle.

dckd icon dckd

Code and data for Distributional Correlation–Aware Knowledge Distillation for Stock Trading Volume Prediction (ECML-PKDD 22)

dcnv2 icon dcnv2

Deformable Convolutional Networks v2 with Pytorch

dct-mandala-idct-image icon dct-mandala-idct-image

Achieve DCT and iDCT of the image (8×8 block) and transform DCT domain image into mandala domain.

deel-lip icon deel-lip

Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers

deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

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