pbr142 Goto Github PK

awesome-differential-privacy

list of differential-privacy related repositories

datacleaning_assignment

Data Cleaning Project

datasciencecoursera

Repo for Peer Assignment for Data Scientist's Toolbox

datasharing

The Leek group guide to data sharing

evidence-regularizer

Code for "Evidence-based regularization of Neural Networks"

explain_ml

feature_importance

What do so-called feature importance statistic actually mean?

fft_rcpp

Implementation of Compound Sum via FFT based on Rcpp

gradient-boosting-regression

I used gradient boosting regression and random forest regression to predict real estate prices for the kaggle competition titled "House Prices: Advanced Regression Techniques"

handson-ml

Materials on the Book Hands-on Machine Learning with Scikit-Learn, Tensorflow, and Keras

handson-ml2

mart-sales-regression

Predict sales in a mart.

mlops-playground

Test project to play around with MLOps tool

natural-language-processing-name-entity-extraction

Using Conditional Random Field (CRF) model for Named-Entity Recognition. Achieve 89% accuracy in extracting vendors' names and locations from bank memos provided by Pilot, Inc.

oreilly-learning-tensorflow

papers

Review of AI/ML papers

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pt-sdae

PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)

py4fi

Python for Finance (O'Reilly)

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

signature_verification

Verification of Signatures

strike-with-a-pose

A simple GUI tool for generating adversarial poses of objects.

telcomcustomerchurn

Churn prediction from telcom customer data set

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow_cuda_guide

Guide to install cuda for tensorflow on Ubuntu 20.04

udacity_data_engineering_nanodegree

Repository for materials and projects for the Data Engineering Nanodegree by Udacity

unsupervised_learning

Repository for materials on unsupervised learning

vae

Variational Autoencoder for image generation

xai

Yet another explainable ML book

xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)