xiaolongguo's repositories
algo-trader
Trading bot with support for realtime trading, backtesting, custom strategies and much more.
alphafold
Open source code for AlphaFold.
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
backtrader
Python Backtesting library for trading strategies
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
CfC
Closed-form Continuous-time Neural Networks
ColossalAI
Colossal-AI: A Unified Deep Learning System for Big Model Era
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
darts
A python library for easy manipulation and forecasting of time series.
deep-rl-class
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
freqtrade
Free, open source crypto trading bot
gym
A toolkit for developing and comparing reinforcement learning algorithms.
Gymnasium
A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
influxdb
Scalable datastore for metrics, events, and real-time analytics
linkedin-skill-assessments-quizzes
Full reference of LinkedIn answers 2022 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers
netdata
Real-time performance monitoring, done right! https://www.netdata.cloud
prometheus
The Prometheus monitoring system and time series database.
pycaret
An open-source, low-code machine learning library in Python
Python-1
All Algorithms implemented in Python
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.
sktime
A unified framework for machine learning with time series
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tianshou
An elegant PyTorch deep reinforcement learning library.
torchscale
Transformers at any scale
vnpy
基于Python的开源量化交易平台开发框架
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow