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aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

adam-vs-sgd-numpy

A 3-layer neural network with SGD and Adam optimizers built from scratch with numpy.

airbnb-kaggle-challenge

awesome-algorithms

A curated list of awesome places to learn and/or practice algorithms.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

basic_model_scratch

Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library

cc-5-fun-and-loop

Intro to loops and functions

cnn

Implementation of Convolutional Neural Networks

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

convnet

Python - Numpy Convolutional Neural Network

covid-19-open-data

Datasets of daily time-series data related to COVID-19 for over 20,000 distinct locations around the world.

crime-against-women

An analysis of Crime against women in India

cs224u

Code for Stanford CS224u

cs231n

customer-lifetime-prediction-using-python

What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.

dag_longest_path

Calculate the longest path in a directed acyclic graph in terms of node weights (Python)

dask-dataframe-benchmarking

A Jupyter Notebook I made to try out dask's Dataframes

datatable

A Python package for manipulating 2-dimensional tabular data structures

deep-learning-specialization-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deepnet

Implementations of CNNs, RNNs and cool new techniques in deep learning from scratch

deliverables

docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

dsc-implementing-recommender-systems-lab

example-models

Example models for Stan

fddm

Fast Implementations of the Diffusion Decision Model's PDF

final-project-hotel-cancellation-prediction

Exploratory Data Analysis, Machine Learning Modeling and Local Dashboard Deployment of the machine learning model Final Project Teguh Aria JCDS 10

gensim

Topic Modelling for Humans

glassdoor_webscrapping

gsoc17-hhmm

Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.