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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.028595 324 5217

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Language:PythonNOASSERTION22070 401 287

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

Language:PythonMIT14370 285 880

yfinance

Download market data from Yahoo! Finance's API

Language:PythonApache-2.012154 240 1277

PRML

PRML algorithms implemented in Python

Language:Jupyter NotebookMIT11316 419 24

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

Language:PythonNOASSERTION10117 187 43

Data-Science-Cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

Language:TeX4627 145 8

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

Language:Jupyter NotebookMIT4437 159 89

start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

MIT4165 154 5

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Language:Jupyter NotebookMIT2970 49 89

mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Language:PythonMIT2951 49 623

czsc

缠中说禅技术分析工具；缠论；股票；期货；Quant；量化交易

Language:PythonNOASSERTION2503 121 79

algorithmic-trading-with-python

Source code for Algorithmic Trading with Python (2020) by Chris Conlan

Language:PythonNOASSERTION2476 96 10

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

Language:Jupyter NotebookApache-2.02469 79 7

Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Language:Jupyter NotebookMIT2194 81 1

FinancePy

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

Language:Jupyter NotebookGPL-3.01941 64 116

findatapy

Python library to download market data via Bloomberg, Eikon, Quandl, Yahoo etc.

Language:PythonApache-2.01588 89 33

DALEX

moDel Agnostic Language for Exploration and eXplanation

Language:PythonGPL-3.01337 48 402

python-decompile3

Python decompiler for 3.7-3.8 Stripped down from uncompyle6 so we can refactor and start to fix up some long-standing problems

Language:PythonGPL-3.01039 49 83

pybliometrics

Python-based API-Wrapper to access Scopus

Language:PythonNOASSERTION389 19 227

hpc-python

Python in High Performance Computing

Language:PythonNOASSERTION315 190

OpenUnivCourses

FREE ML Courses from Top Universities in CS

MIT240 15 1

mlfactor.github.io

Website dedicated to a book on machine learning for factor investing

Language:HTML195 18 29

awesome-scholarly-data-analysis

A curated collection of resources on scholarly data analysis ranging from datasets, papers, and code about bibliometrics, citation analysis, and other scholarly commons resources.

170 18 7

midasr

R package for mixed frequency time series data analysis.

Language:RNOASSERTION65 15 80

matlab_pfile_unpack

解析matlab使用pfile命令编译出来的文件(*.p)

Language:C++6100

midas_pro

Python version of Mixed Data Sampling (MIDAS) regression (allow for multivariate MIDAS) :golf:

Language:Jupyter NotebookMIT52 3 5

midasml

midasml package is dedicated to run predictive high-dimensional mixed data sampling models

Language:R37 4 10

accessibility-literature-survey

The data and code for our CHI2021 accessibility literature survey paper

Language:Jupyter NotebookMIT11 70

accessibility-bibliometric-analysis

A bibliometric analysis of citation diversity in accessibility and HCI research

Language:Jupyter NotebookMIT2 50

placidocn