cl19951225's repositories
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
BinanceEDA
Exploratory data analysis with the Binance API
coinbasepro-python
The unofficial Python client for the Coinbase Pro API
deeptime
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
examples
Example deep learning projects that use wandb's features.
gym-mtsim
A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)
HFTSimulator
A real-world data, trading day simulator for testing algorithmic trading strategies. This repo also includes the implementation of two High-Frequency trading strategies, one utilising a long short-term memory recurrent neural network (LSTM), and the other, an ordinary differential equation recurrent neural network (ODE-LSTM).
MVAC
Code for the experiments presented in the paper "Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning".
Paper-Replicate-Learning-to-Simulate-Equity-Option-Markets
Simulation of Stock Data Using Recurrent GAN
pfhedge
PyTorch-based framework for Deep Hedging
Pricing_options_with_correlators
Pricing Asian Options with Correlators
python_for_image_processing_APEER
https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
PytorchGeometricTutorial
Pytorch Geometric Tutorials
raindrop-charts
Streamlit app that makes raindrop charts using plotly.
reinforcement_learning
Research repo for the RL team.
RL-DynamicConvexRisk
Python code to perform risk-sensitive Reinforcement Learning with dynamic convex risk measures
syntheticdatagen
synthetic data generation of time-series data
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
ydata-synthetic
Synthetic structured data generators