🦜🔗 Build context-aware reasoning applications

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Python Data Science Handbook: full text in Jupyter Notebooks

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 ;)

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

A game theoretic approach to explain the output of any machine learning model.

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

💿 Free software that works great, and also happens to be open-source Python.

Public facing notes page

FaceChain is a deep-learning toolchain for generating your Digital-Twin.

Data Science Using Python

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

Python library for interactive topic model visualization. Port of the R LDAvis package.

This repository holds all the code for the site http:https://www.adventuresinmachinelearning.com

Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.

Food Classification with Deep Learning in Keras / Tensorflow

SpaCy 中文模型 | Models for SpaCy that support Chinese

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Numba tutorial for GTC 2017 conference

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

If you want to use Python for text analysis, this course is for you!

Python implementation of frequent subgraph mining algorithm gSpan. Directed graphs are supported.

A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)

Example Numba implementations of functions

Differentiable Social Force simulation with universal interaction potentials.

An OpenModelica Jupyter kernel

The universal visitation law of human mobility (Nature)

Python text processing, pattern matching, and NLP framework