Repository Index

Files for Udemy Course on Algorithms and Data Structures

A collection of IPython notebooks covering various topics.

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

• background-removal
• deep-learning
• dichotomous-image-segmentation
• computer-vision

TensorFlow Tutorials

• tensorflow-tutorials
• convolutional-neural-networks
• recurrent-neural-networks

Python interactive dashboards for learning data science

MONAI Tutorials

• monai
• monai-tutorials
• pytorch
• jupyter-notebook

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

• ai
• chromadb
• cookbooks
• faiss

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.

• mathematics
• linear-algebra
• python
• jupyter

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

• tensorflow
• onnx
• export
• convert

Algorithms for outlier, adversarial and drift detection

• anomaly
• outlier
• concept-drift
• detection

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

• large-language-models
• llm
• ollama
• tutorial

Efficient neural feature detector and descriptor

Simplified implementations of deep learning related works

Benchmarking Knowledge Transfer in Lifelong Robot Learning

• benchmark
• imitation-learning
• lifelong-learning
• manipulation

3D-printable hexagonal mirror array capable of reflecting sunlight into arbitrary patterns

• 3d-printing
• optics
• physics
• python

This repositories contains a list of python scripts projects from beginner level advancing slowly. More code snippets to be added soon. feel free to clone this repo

• python-script
• webscrapping
• ascii-art
• beginner-project

An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor.

• teaching
• computer-science
• compiler
• emulator

The repository host gives no description.

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

• machine-learning
• python
• statistics
• scikit-learn

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 Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

• pytorch
• deep-learning
• machine-learning
• computer-vision

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。

• python
• python-tutorial
• numpy
• scipy

YoloV3 Implemented in Tensorflow 2.0

• tensorflow
• tf2
• yolo
• yolov3