nji3 Goto Github PK

100-days-of-ml-code

100 Days of ML Coding

course-nlp

A Code-First Introduction to NLP course

coursera_capstone

This repository is for the Applied Data Science Capstone for the IBM professional data science certificate issued by Coursera.

data_visualization_forecasting

Performing the data visualization and forecasting tasks on different real-life dataset from the Internet.

data_wrangling_and_mongodb

Data wrangling study process. The final goal is to use python efficiently deal with data and know how to use MangoDB

deep_learning_study_tutorial

Python Tutorial for Deep Learning Study. Including introduction of ConvNet, Autoencoder, VAE, CVAE, GAN and some applications.

distraction_detection

A Distraction Detector using OpenCV and Keras

face_detection_by_adaboost_and_realboost

Using Adaboost and Realboost techniques to train small patches of face and non-face. Testing the model on real-life picture and doing hard-negative-mining to increase the final performance.

face_social_traits_and_political_election_analysis_by_svm

Using SVM, SVR and rankSVM to do the social traits and election results analysis based on politicians' faces

machine_leaning_tech_classification

This Repo contains introduction and code from scratch for several hot Machine Learning Algorithms including SVM and XGBoost

nan-ji.github.io

Personal GitHub page

natural_language_processing_intro-

Feature Engineer Technique dealing with the text data. Statistical perspective of NLP from the beginner level.

pca_autoencoder_fisherface

Using PCA, Autoencoder and Fisher linear discriminant to extract the effective representations from the face images. Do the reconstruction of the faces and classification of male and female faces.

project-s

regression

Hands-on Regression analysis functions package in R

reinforcement_learning_atari_game

The repo contains the training of Atari Game by Reinforcement Learning tech such as DQN

weather-data

Online historical weather data scraping

work-with-kaggle-data

Using several Kaggle data to do data analysis and data science projects.