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Hi there, this is Hinova

  • āœØ I'm a ML Engineer
  • šŸ”­ Iā€™m currently working on Transformer RL, mainly in NLP areas
  • šŸ¤” Iā€™m interested in Deep Learning, Bayesian Analysis and Physics Simulation
  • šŸŒ± Iā€™m currently learning about ICL (Sept/2023)

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Hinova's Projects

bert-chinese-text-classification-wandb icon bert-chinese-text-classification-wandb

Chinese Text Classification using BERT (Bidirectional Encoder Representation from Transformers), BERT variants and ERNIE (Enhanced Language Representation with Informative Entities), implemented by PyTorch, monitored training by WandB (Weights & Biases)

deep-rl-class icon deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

deeppde-liddrivencavityflow icon deeppde-liddrivencavityflow

The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. In this repository, we will walk through the process of generating a 2D flow simulation for the Lid Driven Cavity (LDC) flow using Nvidia Modulus framework.

deeppdelearner icon deeppdelearner

This repository introduces Partial Differential Equation Solver using neural network that can learn resolution-invariant solution operators on Navier-Stokes equation. Solving PDE is the core subject of numerical simulation and is widely used in science and engineering, from molecular dynamics to flight simulation, and even weather forecasting.

fintech-hackathon-2017 icon fintech-hackathon-2017

HKUST FinTech Hackathon: provide a solution for easy reading telephone voice and reply automatically.

grind-75 icon grind-75

Leetcode Solutions in Python for Grind 75

mlx icon mlx

MLX: An array framework for Apple silicon

nodejs-firebase-basic icon nodejs-firebase-basic

Integrations with either client database or third-party APIs. For TODO list APIs in Node.JS.

self-attention-hearthstone-gan icon self-attention-hearthstone-gan

This repository provides a PyTorch implementation of SAGAN cited by heykeetae/Self-Attention-GAN. This repository provide an efficient method to generate large resolution images and attention weights visualisation using tensorboard platform. Tensorboard is a robust platform to monitor generated images and learning weights in computer vision learning experiment.

trl icon trl

Train transformer language models with reinforcement learning.

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