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b-zwarg's Projects

crosssection icon crosssection

Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"

crosssectiondemos icon crosssectiondemos

Example code of simple things one can do with our open-source asset pricing data

deeperspeed icon deeperspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

detect-gpt icon detect-gpt

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

diffusion-bert icon diffusion-bert

ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

dlquant icon dlquant

Applying Deep Learning and NLP in Quantitative Trading

easyrag icon easyrag

Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit

emnlp2021 icon emnlp2021

Rieger, J., Jentsch, C. & Rahnenführer, J. (2021). RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data. Findings of the Association for Computational Linguistics: EMNLP 2021, pp. 2337–2347.

empyrical icon empyrical

Common financial risk and performance metrics. Used by zipline and pyfolio.

example-scripts icon example-scripts

A collection of scripts and notebooks to help you get started quickly.

fecon235 icon fecon235

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

ffn icon ffn

ffn - a financial function library for Python

finance-python icon finance-python

python tools for Finance with the functionality of indicator calculation, business day calculation and so on.

financepy icon financepy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

finnlp-progress icon finnlp-progress

NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.

gpt-neo icon gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

gs-quant icon gs-quant

Python toolkit for quantitative finance

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