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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

advanced-python-class-1

Advanced Python NYU SPS

anomalous-value-alert-detection

applied-data-science-class

This is the class from Applied Data Science major, which teach of the Supervised Learning and unsupervised Learning, but also talks about how to deal with the data and adjust the model

applied-data-science-final-project

This is the final project of Applied Data Science Course in NYU

applied-data-science-works

A wide variety of works using basic machine learning techniques to address data science problems.

border_cross_analysis_dataengineer

This is a data engineering( big data ) project to analyze the border crossing situation

capstone_fashion_weeks

DATA-LIFE 2020 project of the NYU-Politecnico di Milano Joint Program on Data Science

causalml

Uplift modeling and causal inference with machine learning algorithms

covid-19_reaserch_project

This project is to analyze the different urban groups responding to COVID and the key factors impact the COVID_19. Meanwhile, by combing the time series model and infection model to predict the future trend of COVID-19.

data-science-question-answer

A repo for data science related questions and answers

datalife2020.github.io

deep_learning_stanfordcs_230

This is the open sources deep learning courses which involved all variety of neuron networks like CNN, RNN, LSTM, etc.

ds-ga-3001-advanced-python

This is the course for advanced python in NYU. It covers performance optimization, multi-thread programming, cuda, and other advanced topics in python.

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

entertainment-show-viewership-predition

This is the baseline mode of the entertainment show viewership prediction, in here we use the linear regression model, random forest and Tensorflow to predict. (Internship Project)

familia

A Toolkit for Industrial Topic Modeling

fancy-machine-learning-projects-

KNN+Naive Bayes+Linear Regression +SVM+Random Forest+ K-means +Boosting +Recommendation

gender-difference-language-habbits-project

kaggle_google_quest_qa_labeling

Kaggle Competition. URL: https://www.kaggle.com/c/google-quest-challenge/overview

machine-learning

讲解常见的机器学习算法

mit_covid-19_datathon

This is the repository for 2020 MIT COVID-19 Datathon， we analyzed the impact of prison population reduction policies on COVID-19 infection rates in the surrounding county population?

ml_fall_2019

NYU Tandon Machine Learning, Fall 2019

mrqa_1

Code for EMNLP-IJCNLP 2019 MRQA Workshop Paper: "Domain-agnostic Question-Answering with Adversarial Training"

natural_language_understanding

This is a high level machine learning and deep learning courses which we specially focused on how to understand human language by using different models

nlu_final_project

This research project how can EWC perform for BERT in Question and Answer Datasets

pocketgems

pocketgems_episodegamepromotion_prediction

This Project is launched by a game company , and we predict the group go customers to launch the promotions and which group of customers are going to convert by themselves.

pytorch-ewc

Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"

recommendation-system-for-yelp-website

By building an advanced recommendation system by matrix factorization and collaborative filtering recommendation system based on the results of our classification problem.