Yewen Fan's repositories
icpc-Rujia-Liu
practices for icpc of Rujia Liu's books
Black_Jack_Simulator
How to play Black Jack optimally? Want to run some experiments and write some code... Hence this project
Awesome-CV
Awesome CV is LaTeX template for your outstanding job application
awesome-rl
Reinforcement learning resources curated
backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
causal-learn
Causal Discovery for Python. Translation and extension of the Tetrad Java code.
CPA
The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimates.
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
handful-of-trials
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
illinois-cogcomp-nlp
CogComp's main NLP libraries
lbjava_example
lbjava usage example
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
pytorch-cifar
95.47% on CIFAR10 with PyTorch
qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
qtrader
A Light Event-Driven Algorithmic Trading Engine
redeal
A reimplementation of Thomas Andrews' Deal in Python.
show-me-the-code
Python 练习册，每天一个小程序
tabnet
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
tensorflow-mnist-tutorial
Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.
tofuwen.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
z-bench
Z-Bench 1.0 by 真格基金：一个麻瓜的大语言模型中文测试集。Z-Bench is a LLM prompt dataset for non-technical users, developed by an enthusiastic AI-focused team in Zhenfund.