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followers: 167.0 following: 1.0K repos: 782.0 gists: 1.0

Name: Tianhao Fu

Type: User

Company: Peking University

Bio: Finance AGI is coming

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 Equity, China Equity, 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

awesome-mlops

A curated list of references for MLOps

awesome-multi-task-learning

A list of multi-task learning papers and projects.

awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

awesome-pruning

A curated list of neural network pruning resources.

awesome-system-for-machine-learning

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

axial-attention

Implementation of Axial attention - attending to multi-dimensional data efficiently

backtoreality

[CVPR 2022] Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement

baconian-project

Model-based Reinforcement Learning Framework

badet

Rui Qian, Xin Lai, Xirong Li: BADet: Boundary-Aware 3D Object Detection from Point Clouds (Pattern Recognition 2022)

banmo

BANMo Building Animatable 3D Neural Models from Many Casual Videos

bar

The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020) by Junhyun Nam et al.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bert

TensorFlow code and pre-trained models for BERT

bert-pytorch

Google AI 2018 BERT pytorch implementation

bert-with-sop

Different Variants of Sentence Order Prediction loss (introduced by ALBERT) and their evaluation

block_minifloat

Training with Block Minifloat number representation

blog

“算法进阶”公众号文章及源码, 欢迎Star~

brecq

Pytorch implementation of BRECQ, ICLR 2021

brian2

Brian is a free, open source simulator for spiking neural networks.

brnet

(CVPR 2021) Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds

btcdet

Behind the Curtain: Learning Occluded Shapes for 3D Object Detection

bts-pytorch

PyTorch implementation of BTS Depth Estimator

camera-calibration-and-homography-transformation

camera-calibration-homography-estimation

camera-parameters-with-homography

Computing Homography to find camera parameters; B, K, R and T. Drawing 3D points to all images.

camera_calibration

Calculate Camera Intrinsic and Extrinsic parameters using Zhang's Algorithm

cameracalibrationresultverify

stereo camera calibration results validation via reprojecting target model to the image plane using PyOpenGL

captainblackboard

船长关于机器学习、计算机视觉和工程技术的总结和分享

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