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Quant-NLP

Quant-NLP

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awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

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py_vollib_vectorized

A vectorized implementation of py_vollib, that supports numpy arrays and pandas Series and DataFrames.

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pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

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orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

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Financial-Models-Numerical-Methods

Collection of notebooks about quantitative finance, with interactive python code.

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qstrader

QuantStart.com - QSTrader backtesting simulation engine.

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shap-hypetune

A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.

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kaggle-optiver-2021

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mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

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BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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FinMind

Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/

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twstock

台灣股市股票價格擷取 (含即時股票資訊) - Taiwan Stock Opendata with realtime

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ACSA

Papers, models and datasets for Aspect-Category Sentiment Analysis.

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ABSADatasets

Public & Community-shared datasets for Aspect-based sentiment analysis and Text Classification

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asap

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction

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optuna

A hyperparameter optimization framework

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jane_street

kaggle competition

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hyperopt-sklearn

Hyper-parameter optimization for sklearn

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treelite

Universal model exchange and serialization format for decision tree forests

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Senta

Baidu's open-source Sentiment Analysis System.

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pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

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TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

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research_tao

NLP研究入门之道

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fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

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github-visualization

simple github visualization

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