xlsi,David,github

👋 Hi, I’m David
👀 I’m interested in NLP, Recommendation System, and Time Series
🌱 I’m stepping into finance industry to apply what I've learned
💞️ Find my own way, my own language!

David's Projects

awesome-ai-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

btc-prediction-by-lstm

Using LSTM model to predict Bitcoin prices. Our project is chosen to be One Of Outstanding Projects that are qualified to present in front of reviewers from industry partners of NUS MSBA and the whole class

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

large-language-models

Notebooks for Large Language Models (LLMs) Specialization

santander-product-recommendation-engine-with-collaborative-filtering-using-auto-encoder

Using the Santander dataset to implement a deep learning product recommendation engine based on Auto Encoder (AE), Variational Auto Encoder (VAE)

self-driving-related-images-classfification---from-mlp-to-pretrained-resnet

This image classification task uses deep learning models, from basic MLP to unpretrained ResNet to pretrained ResNet, which is an overall process covering data collection to model training.

time-series

This repo contains the notes of self-learning of time series

time-series-library

A Library for Advanced Deep Time Series Models.

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.