alaakh42 Goto Github PK

2015

Public material for CS109

7_research_directions_deep_learning

This is the code for "The Future of Deep Learning Research" by Siraj Raval on Youtube

a_guide_to_coreml

This is the code for "A Guide to CoreML for iOS" by Siraj Raval on Youtube

allennlp

An open-source NLP research library, built on PyTorch.

amlfd

Adaptive Machine Learning for Credit Card Fraud Detection

ar-embeddings

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

arabic_sentiment_analysis

Experimenting with Sentiment Analysis in Arabic

aravec

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

avito_demand_prediction

A basic model for the Avito Kaggle competion

awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

azuredeployment

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cleverhans

A library for benchmarking vulnerability to adversarial examples

convolutional_neural_network

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

creditcardfrauddata

creditcardtransactionmonitor

Credit Card Transaction Monitor is an example of a Modern Data Application running on the Hortonworks Connected Platform (HDP/HDF). The application shows how a financial institution can use Hortonworks Data Flow and Hortonworks Data Platform to protect credit card customers from credit card fraud.

cs231n

My journey to ML understanding at the hands of the famed Andrej Karpathy

data-act-broker-backend

data-science

data-science-and-machine-learning

Beginner minimal data science and ML projects using Python libraries such as Scikit-learn, Pandas, and Matplotlib.

dataset-examples

Samples for users of the Yelp Academic Dataset

datastructure_and_algorithms_inpython

Data Structure in Python

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-boot-camp

A nonprofit community run, 5-day Deep Learning Bootcamp

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow