tf-quant-finance
Quant Finance Library
A high-performance library providing TensorFlow-based implementations of fundamental mathematical methods and specific pricing models for quantitative finance
High-performance TensorFlow library for quantitative finance.
5k stars
169 watching
577 forks
Language: Python
last commit: 15 days ago
Linked from 2 awesome lists
financegpugpu-computinghigh-performancehigh-performance-computingnumerical-integrationnumerical-methodsnumerical-optimizationpythonquantitative-financequantlibtensorflow
Related projects:
Repository | Description | Stars |
---|---|---|
lballabio/quantlib | A comprehensive C++ library for modeling, trading, and risk management in quantitative finance. | 5,392 |
choucrifahed/quantscale | A Scala library built on top of QuantLib's C++ implementation, providing a quantitative finance solution with concurrent capabilities using Akka and Scala STM. | 46 |
goldmansachs/gs-quant | A Python toolkit for developing quantitative finance strategies and analyzing derivative products. | 7,855 |
lechgrzelak/quantfinancebook | Provides Python implementations of mathematical modeling and computation in finance exercises from a popular book | 496 |
google-deepmind/trfl | Provides building blocks for Reinforcement Learning agents using TensorFlow | 3,134 |
tensorforce/tensorforce | A modular and flexible framework for applied reinforcement learning using TensorFlow | 3,296 |
mgroncki/ipythonscripts | A collection of Python notebooks focused on quantitative finance and derivatives pricing using the QuantLib library. | 150 |
tensorflow/models | A repository of pre-built TensorFlow models and examples for various applications | 77,177 |
romanmichaelpaolucci/q-fin | A Python library for mathematical finance and option pricing with object-oriented programming, stochastic modeling, and simulation. | 396 |
nfmcclure/tensorflow_cookbook | A comprehensive cookbook on building machine learning models with TensorFlow using Jupyter Notebooks | 6,241 |
google-parfait/tensorflow-federated | An open-source framework for training machine learning models across decentralized data | 2,319 |
lingyixu/quant-finance-with-python-code | A repository of Python code examples for quantitative finance applications | 89 |
paulperry/quant | A repository of quantitative finance and algorithmic trading strategies and analyses. | 326 |
tensortrade-org/tensortrade | A framework for building and deploying robust trading agents using reinforcement learning | 4,562 |
tensorflow/ranking | A library for building and optimizing learning-to-rank models in machine learning and information retrieval | 2,743 |