Aiden's repositories
SCINet
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“.
BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
Bert4Rec
The implementation of Bert4Rec by pytorch and pytorch-lightning
kafka-docker
Dockerfile for Apache Kafka
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
LF_Golang
A simple handbook for recording my learning footprints of golang~
note-algorithm
Just a tiny repo to store some algorithm notes.
qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
HelloBertSummary
bert-extractive-summarizer 中文文本摘要使用範例
Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.
supabase
The open source Firebase alternative. Follow to stay updated about our public Beta.
ML-Notebooks
:fire: A series of code examples for all sorts of machine learning tasks and applications.
gqlgen
go generate based graphql server library
Journey-to-become-a-Blockchain-Engineer
I'm sharing everything I'm learning to become a Blockchain Engineer
tf_deep_rl_trader
Trading Environment(OpenAI Gym) + PPO(TensorForce)
OI-wiki
:star2: Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）
RL02
playing idealized trading games with deep reinforcement learning
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
awesome-rl
Reinforcement learning resources curated
Python-100-Days
Python - 100天从新手到大师
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
p2p-lending
A decentralized, smart contract based platform for p2p-lending on the Ethereum Blockchain
QuantLib
The QuantLib C++ library
go-patterns
Curated list of Go design patterns, recipes and idioms
language-model-playground
Language model implementation using PyTorch.
trading-rl
Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019