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ai_intern

Ai Labs DS intern evaluation

al-go-rithms

:musical_note: Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/

awesome-deep-learning

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

ayesha92ahmad.github.io

blog-comparison-teen-middleaged

This is a natural language processing project where comparison is made between blogs of teens and blogs of adults in their 40's. A visible difference is seen between the use of the vocabularies of both age groups.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

cheatsheet

Things to not necessarily remember

convolutional-neural-network

Tensorflow implementation of CNN

demoneuralnet

Toy project to create a simple working neural net in R

front-end-developer-interview-questions

A list of helpful front-end related questions you can use to interview potential candidates, test yourself or completely ignore.

guides

A collection of easy-to-understand guides to programming tools

kaggle-titanic

Predict survival on the Titanic and get familiar with ML basics. Using steps in https://www.kaggle.com/mrisdal/exploring-survival-on-the-titanic and data from https://www.kaggle.com/c/titanic

learn-python

For programming

linearalgebratoolkit

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

moviepredictionsystem

Predicts the rating of movie using data from IMDB data set

nlp-image-to-text

code to extract text from images

nlp-probablistic-context-free-grammar

Develop PCFG for a small subset of English

nlp-sentiment-classification

Natural language processing- classification of sentiment on twitter data

nlpexercises

optimization-methods-two-layer-nn

Implement different optimization methods using Numpy

papers-summaries

Summaries of various papers

problem-specifications

Shared metadata for exercism exercises.

pure-python-vs-numpy

15 steps are performed on Matrices using both Pure python and numpy and their speeds are compared

python

Exercism exercises in Python.

realistic-actions

Using videos to find realistic actions such as walking, running, etc.

regular-expressions-spamlord

NLP Homework to practice regular expression on the Spamlord data set provided by the Stanford NLP class.

statistics-learning

While I try to learn statistics

svm-softmax-classifier-cifar10-dataset

Read and process CIFAR10 dataset, implement SVM and Softmax classifiers, train , and also tune up hyper parameters.

training-neural-network

Read and process CIFAR10 dataset, implement neural network, train th, and also tune up hyper parameters.