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aiconference2024

Key Dates of AI and Data Mining Conferences in 2024

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.

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-ssl4ts

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

benchmark_vae

Library for Variational Autoencoder benchmarking

bertsum

Tensorflow Implementation of "Text Summarization with Pretrained Encoders"

causal-inference-with-python

Causal Inference for The Brave and True 책의 한국어 번역 자료입니다.

chulhongsung

chulhongsung.github.io

crispy-chainsaw

deep-hedging

Deep hedging

deepgpd

deepwalk_r

DeepWalk with R

efficient-adversarial-augmentation

Efficient Adversarial Augmentation for Graph Classification

efficient-python-for-data-scientists

factorvae

Reproduce AAAI22-FactorVAE

flow_prediction

A flow prediction model using seq2seq

gpqr

Pessimistic portfolio with sparse group lasso

h-composition

H-composition

idac

Implicit Distributional Actor Critic

juliaproject

Rewrite code in Julia

lsq-dpg

marcap

market cap datasets (1995~2021 daily, 10 million+ rows)

mixtape

ml_finance_codes

Machine Learning in Finance: From Theory to Practice Book

multilabel-classification

ny-taxi

The repository for a data mining class project

optml_course

EPFL Course - Optimization for Machine Learning - CS-439

policy-gradient-method

DRL based on policy gradient method

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction