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100-days-of-ml-code

100 Days of ML Coding

12steps2ns

12 Steps to Navier-Stokes and Learning CFD from Loren Barbara Group

astgcn-r-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

awesome-federated-learning

Federated Learning related materials, including papers, articles, frameworks, and courses etc.

codinginterviews2-bypython

此项目是《剑指offer》第二版里算法面试题的Python3实现版本，作为一本经典书籍，可以时常拿出来看一看、翻一翻、记一记。同时也是为了Python程序员能够更好的通过公司的技术面试，拿到心仪的offer。

cryosphere

Calculate the mass balance of the Zhadang Glacier, Tibet from measurement data with Jupyter Notebook

fate

An Industrial Level Federated Learning Framework

federated-learning

联邦学习

fem-with-python

Materials for introductory Finite Element course

fipy

FiPy is a Finite Volume PDE solver written in Python

glabet

Estimate glacier ice thickness with only two inputs, Digital Elevation Model (DEM) and the outline of the glacier.

glacierextraction

Scripts for Glacier Mapping as outlined in the paper: 'Improving Semi-Automated Glacial Mapping with a Multi-Method Approach: Areal Changes in the Tien Shan

glaciers

Authors' implementation of the article "Simulation, Modeling, and Authoring of Glaciers", SIGGRAPH Asia 2020

kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

kkndme_tianya

天涯 kkndme 神贴聊房价

latex-course

An interactive introduction to LaTeX using Overleaf.

leetcode

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

mixtralkit

A toolkit for inference and evaluation of 'mixtral-8x7b-32kseqlen' from Mistral AI

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mlflow

Open source platform for the machine learning lifecycle

nsfw_data_scrapper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

oggm

Open Global Glacier Model

pde

using python to solve PDE on N-S equations

py-gdalogr-cookbook

A cookbook full of recipes for using the Python GDAL/OGR bindings.

pyfvm

Finite volume discretization tools for Python.

pythonandgis

seaborn

Statistical data visualization using matplotlib

shapely

Manipulation and analysis of geometric objects

springboot2.0-action

Spring Boot 2.0版本实战案例源码

tpgm

Tibetan Plateau Glacier Model