aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Data augmentation for NLP

Technical Analysis Library using Pandas and Numpy

Collection of useful data science topics along with articles, videos, and code

AirLLM 70B inference with single 4GB GPU

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoe…

A colab gradio web UI for running Large Language Models

An optical music recognition (OMR) system. Converts sheet music to a machine-readable version.

Sources codes for: Mastering Python for Finance, Second Edition

the very good free whiteboard tldraw in the jupyter output

Data Visualization with Altair: a grammar of graphics for Python

Feature Extraction from drawings with CovNet with VGG-19 and Age-prediction with Deep-Nets