hshujuan Goto Github PK

azuremlops

MLADS lab session materials

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

coursera-capstone-project

Data Science Specialization Capstone Project implementation

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

datasciencecapstone

datasciencecoursera

datasharing

The Leek group guide to data sharing

deeplearningonlinecourse

devdataprod-004

Course Project

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

exploratory-data-analysis-project-1

exploratory-data-analysis-project-2

fastai

The fastai deep learning library, plus lessons and tutorials

gdlnotes

Google Deep Learning Notes（TensorFlow教程）

getting-and-cleaning-data

JHU's Getting and Cleaning Data - Quizzes and project

gettingandcleaningproj

googleconceptualcaptioning

hshujuan

interactive-programming-in-python-with-coursera

Mini projects Coursera Course 'Interactive Programming in Python'

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

langchain

⚡ Building applications with LLMs through composability ⚡

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-learning

Notes for machine learning

mcan-vqa

Deep Modular Co-Attention Networks for Visual Question Answering

mydata

nlp-coursera

Study notes from Coursera NLP specialization: https://www.coursera.org/specializations/natural-language-processing

online-courses-learning

Contains the online course about Data Science, Machine Learning, Programming Language, Operating System, Mechanial Engineering, Mathematics and Robotics provided by Coursera, Udacity, Linkedin Learning, Udemy and edX.

oreilly_live_training_autogen

Repo for my live-training about autogen

practicalmachinelearningproject